Research and data

ppl-ai · Research and data

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

modelcontextprotocol · Research and data

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

modelcontextprotocol · Research and data

Retrieving and analyzing issues from Sentry.io

modelcontextprotocol · Research and data

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

youngsu5582 · Research and data

fenxer · Research and data

captain-blue210 · Research and data

tejpalvirk · Research and data

Manage quantitative research context across sessions via knowledge graph based MCP Server

ckz · Research and data

tejpalvirk · Research and data

Manage qualitative research context across sessions using knowledge graph based MCP Server

tejpalvirk · Research and data

Manage context based on courses, assignments, exams, etc. with knowledge graph based MCP Server

tejpalvirk · Research and data

MCP server for project management

54yyyu · Research and data

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

baranwang · Research and data

全网热点趋势一站式聚合服务

MananShahTR · Research and data

MCP server for querying Azure Log Analytics using natural language

DannyMac180 · Research and data

An MCP server implementing the think tool for Claude

BigUncle · Research and data

A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.

Abiorh001 · Research and data

A powerful server implementation for managing Electric Vehicle (EV) charging stations, trip planning, and resource management. This server provides a comprehensive set of tools and APIs for EV-related services.

vrtejus · Research and data

kukapay · Research and data

An MCP server that powers AI agents with indexed blockchain data from The Graph.

Lutra23 · Research and data

An MCP server that provides task analysis and tool recommendation capabilities

MediFinderBot · Research and data

Message Communication Protocol (MCP) server that facilitates secure, standardized communication between system components and the medicine inventory database. Provides RESTful endpoints for location-based medicine searches, availability queries, and optimized messaging for WhatsApp integration.

pixeltable · Research and data

A multimodal mcp server

TarcisioPhilips · Research and data

This project demonstrates how to create and use a Model Context Protocol (MCP) server that can provide custom tools and resources to AI assistants like Claude and others that support the MCP standard. The server includes: - Simple math operations (addition) - Dynamic greeting resource - Web crawling capability using the crawl4ai library

uh-joan · Research and data

An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search and ontology exploration.

Carlos-Loscar · Research and data

🔎 A MCP server for Unsplash image search.

biswapm · Research and data

created from MCP server demo

OctagonAI · Research and data

A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based research within Claude Desktop and other popular MCP clients.

biswapm · Research and data

created from MCP server demo

biswapm · Research and data

created from MCP server demo

jcdiv47 · Research and data

nakamurau1 · Research and data

Sample MCP server implementation for fetching weather forecasts

Phillip-Kemper · Research and data

A lightweight TypeScript middleware for MCP SDK servers that delivers analytics. Captures request metrics, performance data, and usage patterns with minimal overhead. Features real-time monitoring, configurable data collection, and detailed reporting - all with full type safety.

0xRecruiter · Research and data

A Model Context Protocol (MCP) server that provides real-time Arbitrum blockchain data analysis using the Arbiscan API and Claude AI.

xuhaoruins · Research and data

okto-hq · Research and data

MCP sever using okto v2 apis

gujord · Research and data

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

kabragaurav · Research and data

A Simple Model Context Server For AI

yokingma · Research and data

🚀 Time MCP Server: Giving LLMs Time Awareness Capabilities

Gloomysunday28 · Research and data

Intel420x · Research and data

A Model Context Protocol server that enables web search capabilities for MCP clients like Claude Desktop

arbuthnot-eth · Research and data

A Model Context Protocol (MCP) server for PayPal API integration with improved error handling, comprehensive API coverage, and detailed documentation.

z4none · Research and data

A MCP server based on RapidOCR, providing an easy-to-use OCR interface.

rtoki · Research and data

Jグランツ(デジタル庁が運営する国や自治体の補助金電子申請システム)の公開APIを利用した MCP Server

DenisPr97 · Research and data

qinyuanpei · Research and data

A MCP Server for Sina Weibo

kukapay · Research and data

An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.

biswapm · Research and data

created from MCP server demo

biswapm · Research and data

created from MCP server demo

biswapm · Research and data

created from MCP server demo

biswapm · Research and data

created from MCP server demo

biswapm · Research and data

created from MCP server demo

phoenine · Research and data

A simple MCP server that integrates with Notion's API to manage my personal habit track.

GuiBibeau · Research and data

Building MCP Servers with Google Gemini

haakonjacobsen · Research and data

MCP server for interacting with Statistics Norway (SSB) API - enabling AI agents to access Norwegian statistical data

agentience · Research and data

johnyquest7 · Research and data

MCP server for medical calculations

xpn · Research and data

A simple POC to expose Mythic as a MCP server

Baptoshi · Research and data

Top MCP Servers to use with AI

bjorndavidhansen · Research and data

cohnen · Research and data

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.

Layr-Labs · Research and data

Model Context Protocol (MCP) Server for EigenLayer

recallnet · Research and data

An MCP server designed to work directly with our Recall Multi-Chain Trading Simulator

trymeuj · Research and data

dynamike · Research and data

MCP Server for connecting to Snowflake with read-only questions

zhoukuncheng · Research and data

lw3-steve · Research and data

Daniboycg · Research and data

lifinance · Research and data

MCP server that integrates with the [LI.FI API](

yuna0x0 · Research and data

AniList MCP server for accessing AniList API data

moizghumann · Research and data

vladimir-tutin · Research and data

MCP Server for Plex to allow LLMs to converse with Plex.

GaplyDev01 · Research and data

A Node.js Express server that provides a simplified and configurable interface to the CoinGecko cryptocurrency data API

ariunbolor · Research and data

The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA component, which enables AI agents to self-design new AI agents using Generative Architecture Models.

empe-io · Research and data

noboru-i · Research and data

mJace · Research and data

MCP Server for OpenShift Must-gather

Stark1937 · Research and data

ProjectDocHelper is an MCP (Model Context Protocol) server designed to automatically generate project documentation and make it accessible to AI development tools like Cursor through MCP, thereby improving the accuracy and relevance of AI responses.

divakarkumarp · Research and data

Kryzo · Research and data

This project provides a modular Python wrapper for the SNCF API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent journey planning and train information retrieval across France.

kyre-99 · Research and data

cheqd · Research and data

Model Context Protocol (MCP) Toolkit for cheqd decentralised identity

qianwens · Research and data

StrawHatAI · Research and data

I am doing rapid R&D using AI, AI Agents, Claude MCP Servers and VS Code. My findings will go here. I hope you get inspired and build epic features with the tools in this Github.

MaartenSmeets · Research and data

MCP Server to fetch information from the internet based on URL

yoko19191 · Research and data

sidharthrajaram · Research and data

mcp server for the time and date

54rt1n · Research and data

A podman ubuntu 24.04 container that serves a MCP server; with file, code execution, bash shell, and more.

KyrieTangSheng · Research and data

minhleathvn · Research and data

A MCP server helps to transcript a youtube video

ilissrk · Research and data

InsightFlow - a real-time analytics dashboard server with an MCP (Message Control Protocol) architecture that integrates with AI services like Claude or Cursor. This solution enables real-time data analytics with natural language query capabilities.

CaptainCrouton89 · Research and data

An MCP (Model Context Protocol) server that helps AI assistants (like Claude) break down complex tasks into manageable steps, track progress, and manage a hierarchical task list.

marcoeg · Research and data

ntopng Model Context Protocol Server

k8scat · Research and data

JavOrraca · Research and data

This MCP server was developed to improve Cline's agentic workflows by being up-to-date with the public repositories and docs under

sdi2200262 · Research and data

an MCP server for GUnet's Open eClass

keboola · Research and data

renoscriptdev · Research and data

A MCP server in development for Google Scholar

mauricio-cantu · Research and data

A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources.

XirtamEsrevni · Research and data

An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc.

AzDeltaQQ · Research and data

This is a very basic implementation of an Mcp-Reasoning-Server for Cursor AI .

singlestore-labs · Research and data

MCP server for interacting with SingleStore Management API and services

shreyaskarnik · Research and data

AzDeltaQQ · Research and data

I scraped a lot of information on MCP (Model Context Protocol) servers . with Integration to Cursor AI and Claude Desktop . That way you can add this folder to your preferred IDE so that it will have contextual indexing information available to grasp how to create MCP servers correctly .

AudienseCo · Research and data

TweetBinder MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your TweetBinder by Audiense account

dustland · Research and data

MCP Server for Genesis World.

pab1it0 · Research and data

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces.

ADEOSec · Research and data

The Shodan MCP Server by ADEO Cybersecurity Services provides cybersecurity professionals with streamlined access to Shodan's powerful reconnaissance capabilities through an intuitive Model Context Protocol interface. It enables efficient asset discovery, vulnerability assessment, and security monitoring through 11 consolidated analysis prompts.

ta-tomschell · Research and data

A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a project, even across multiple sessions. It uses semantic search with embeddings to provide relevant context from past interactions and development decisions.

ysfscream · Research and data

An implementation of the Model-Context Protocol (MCP) that enables MQTT operations over Server-Sent Events (SSE) transport.

okooo5km · Research and data

A Model Context Protocol server that provides time-related capabilities.

aarushkx · Research and data

MCP server for fetching real-time COVID-19 data by country

obinopaul · Research and data

obinopaul · Research and data

githejie · Research and data

A Model Context Protocol server for calculating.

jalateras · Research and data

An example weather mcp server in python

chulanpro5 · Research and data

YELANDAOKONG · Research and data

[C#/AI] (LibraryAI/ConsoleAI) AI 知识库与数据处理程序

· Research and data

LongPort OpenAPI provides programmatic quote trading interfaces for investors with research and development capabilities and assists them to build trading or quote strategy analysis tools based on their own investment strategies.

takumines · Research and data

Titan-co · Research and data

Memory Control Protocol (MCP) server for the Agentic Memory (A-MEM) system - a flexible, dynamic memory system for LLM agents

Titan-co · Research and data

Memory Control Protocol (MCP) server for the Agentic Memory (A-MEM) system - a flexible, dynamic memory system for LLM agents

JackKuo666 · Research and data

A MCP Server for pdffigures2: This server processes scholarly PDFs to extract figures, tables, captions, and section titles with high accuracy. It is designed to support researchers and developers in efficiently analyzing academic documents.

JackKuo666 · Research and data

About A MCP Server for arXiv Search

JackKuo666 · Research and data

A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

JackKuo666 · Research and data

A MCP Server for paperscraper：Tools to scrape publication metadata from pubmed, arxiv, medrxiv, biorxiv and chemrxiv.

JackKuo666 · Research and data

A MCP Server for ChemRxiv

RainbollD · Research and data

JackKuo666 · Research and data

A MCP Server for biomedical Literature Database

delei · Research and data

A MCP (model context protocol) server that gives the LLM access to and knowledge about databases

jamie7893 · Research and data

Statsource is a standalone MCP server designed to simplify data analysis. Whether you're pulling data from a PostgreSQL database or a CSV file, Statsource delivers actionable insights with ease

rioriost · Research and data

Apache AGE MCP Server

okooo5km · Research and data

A Model Context Protocol server that provides knowledge graph management capabilities.

Pradeepp15012 · Research and data

juhemcp · Research and data

nicholasf · Research and data

A MCP stdio server shim around common yFinance calls.

JackKuo666 · Research and data

juhemcp · Research and data

cloudwego · Research and data

test

luis1232023 · Research and data

MCP 的出现带来了极大的灵活性，其最大的优势在于通过开发的 MCP Server，可以支持对接到不同的客户端。这种高度可扩展性促使我们深入思考：如何将 MCP Server 无缝集成到现有的 Web 服务中？ 我的解决方案是设计一个适配层，既能保持 MCP Server 包的完整性，又能方便地接入到各种场景中。因此，诞生了这个项目。 最终希望提供，大模型的调用包装接口，及mcp的相关配置请求接口。

kfischer-okarin · Research and data

nemono0ne · Research and data

kukapay · Research and data

An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks.

burkestar · Research and data

Talk to your cloud data using CloudZero API and Model Context Protocol (MCP) server for LLM tool calling

cheerlights · Research and data

MCP server that allows AI tools to interact with the CheerLights API.

wazzan · Research and data

A (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap APIv3. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.

avantjohn · Research and data

lugondev · Research and data

emeryray2002 · Research and data

This is an MCP (Model Context Protocol) server for interacting with Google's Chronicle Security Operations API.

voska · Research and data

Home Assistant MCP Server

biswapm · Research and data

created from MCP server demo

fusedio · Research and data

Fused MCP Agents: Setting up MCP Servers for Data Scientists

biswapm · Research and data

created from MCP server demo

morinokami · Research and data

MCP Server for Hacker News

farzad528 · Research and data

Model Context Protocol Servers for Azure AI Search

donghao1393 · Research and data

DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of database (sqlite, mysql, postgres, and more with ssl, etc.) within a unified connection configuration in a secured way.

aaronbassett · Research and data

Model Context Protocol server implementation for my AI personas

yestarz · Research and data

a mcp server for get weather.use python

GalaxyLLMCI · Research and data

LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.)

watamoo · Research and data

bingal · Research and data

A Model Context Protocol for checking domain name registration status in bulk.

X-lab2017 · Research and data

MCP server of OpenDigger

JackKuo666 · Research and data

jagan-shanmugam · Research and data

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

self-tech-labs · Research and data

hellokaton · Research and data

🔎 A MCP server for Unsplash image search.

PDangelmaier · Research and data

unctad-ai · Research and data

VenGr0 · Research and data

zhiwei5576 · Research and data

Excel数据处理微服务

yokingma · Research and data

🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support Firecrawl, SearXNG, Tavily, DuckDuckGo, Bing, etc.

hktari · Research and data

brianshin22 · Research and data

An MCP server for interfacing with the Youtube Translate API. Create transcripts, translations, subtitles, summaries for any Youtube video (or any other platform). Search video transcripts for keywords and phrases. Directly processes videos to understand them.

edwardpwtsoi · Research and data

An MCP server implementation that provides mathematical calculation capabilities using the MathJS library

mingzilla · Research and data

MCP (Model Context Protocol) Server for the PI API

AmritSingh1502 · Research and data

jjsantos01 · Research and data

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

kukapay · Research and data

Providing real-time and historical Crypto Fear & Greed Index data

Bankless · Research and data

Bringing the bankless onchain API to MCP

kukapay · Research and data

An MCP server that tracks newly created liquidity pools on Pancake Swap

baranwang · Research and data

中国传统黄历 MCP 服务 | Chinese Traditional Almanac MCP Service

wwei1101 · Research and data

Test repository created by MCP server

pblittle · Research and data

A Model Context Protocol (MCP) for querying Lightning Network (LND) node data using natural language.

Garblesnarff · Research and data

A Model Context Protocol (MCP) server that enables Claude Desktop to generate images using Google's Gemini AI

kouui · Research and data

MCP server of web search/fetch functionality using duckduckgo and jina api. no api key required.

juhemcp · Research and data

Preeti75 · Research and data

" Creating a MCP Server for Claude AI Assistant to interact with GitHub and demonstrate its Use "

dougwithseismic · Research and data

Withseismic MCP Server - Model Control Protocol, the ://WITHSEISMIC way

Ashwani00001 · Research and data

This project is a Model Context Protocol (MCP) Server built using Node.js + Express.js that interacts with the OpenWeather API. It allows users to fetch air pollution data based on latitude & longitude or city & country. The backend ensures secure API key management using dotenv and handles API requests efficiently.

JackKuo666 · Research and data

hanlinyuanexplosivescholar · Research and data

danielmeppiel · Research and data

MCP Server for working with large Oracle databases

kaneyxx · Research and data

An MCP server that checks weekly report submissions in a Google Sheet

seotesting-com · Research and data

JackKuo666 · Research and data

mcdickenson · Research and data

Demonstrate an MCP server for fetching aviation weather data

ShubhanshuSondhiya · Research and data

Created an MCP Enabled Server connecting with TMDB API , Tested With MCP Inspector

thegr1ffyn · Research and data

mybarefootstory · Research and data

blue-lotus-org · Research and data

Integration two AI's into a modernized MCP for better performance

bizprat · Research and data

Built a MCP server for learning purpose

MCP-100 · Research and data

Stock Market MCP Server

biswapm · Research and data

created from MCP server demo

Garoth · Research and data

Uses DALL-E to generate/edit images, an MCP (Model Context Protocol) server

takuya0206 · Research and data

cr625 · Research and data

tejpalvirk · Research and data

MCP Servers for persistent context across work sessions using knowledge graphs for efficiency

isdaniel · Research and data

xinthink · Research and data

Skobyn · Research and data

A comprehensive stdio MCP server for DataForSEO API

c-cf · Research and data

This MCP server integrates with the free IMF data API to provide a set of tools and resources for retrieving and processing economic data. It enables users to query datasets, fetch time series data, and list available indicators and countries, making it easier to work with IMF data in a structured and programmatic way.

donphi · Research and data

This MCP server lets AI assistants access and search your private documents, codebases, and latest tech info. It processes Markdown, text, and PDFs into a searchable database, extending AI knowledge beyond training data. Built with Docker, supports free and paid embeddings, and keeps AI updated with your data.

harlanc · Research and data

ateat

AmeSora2022 · Research and data

Share MCP 是一个专注于 Model Context Protocol (MCP) 的导航站点。它提供了丰富的 MCP 相关资源、工具和服务的分类展示，帮助开发者快速找到所需的 MCP 解决方案。

GiantClam · Research and data

MCPHubs is a website that showcases projects related to Anthropic's Model Context Protocol (MCP)

kukapay · Research and data

A lightweight mcp server that tells you exactly what time is it based on your IP.

Zippland · Research and data

天气预报 MCP Server for weather forecast

simonberner · Research and data

Example project showing how to build a simple MCP Server (and having it on Smithery!)

URDJMK · Research and data

bromaniac · Research and data

En Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs.

elizabethtrykin · Research and data

MCP server for 8sleep

elizabethtrykin · Research and data

An MCP server for oura

Nkarnaud · Research and data

Building MCP client and server for LLM

Rishavv007 · Research and data

A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.

win4r · Research and data

A Model Context Protocol server for searching academic papers on arXiv.

amekala · Research and data

mshk · Research and data

RSS Crawler MCP Server

ivo-toby · Research and data

An MCP Server that acts as an agent and that can spawn more Agents, by using MCP.. MCP Inception!

keonchennl · Research and data

A Model Context Protocol server that provides read only access to graphs in a certain repository in Ontotext GraphDB. This server enables LLMs to execute SPARQL queries. #database

DLYZZT · Research and data

MCP server to query weather in Chinese cities

clsung · Research and data

MCP Server for IMDB

aptro · Research and data

connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf

HubbleVision · Research and data

Hubble-ai mcp server

WojciechMatuszewski · Research and data

doronaviguy · Research and data

MCP server 0xEvm addresses

sdimitrov · Research and data

MCP Memory Server with PostgreSQL and pgvector for long-term memory capabilities

memohib · Research and data

An MCP(Model Context Protocol) Server with a web search tool

MaitreyaM · Research and data

benmoumen · Research and data

xiehust · Research and data

AgentMCP · Research and data

A directory of AI Agents and MCP Orchestration open source tools

badger3000 · Research and data

dwain-barnes · Research and data

A Python-based MCP server providing tools to access and interact with the police.uk API, offering data on crimes, police forces, neighbourhoods, and stop-and-search incidents.

ninilang · Research and data

created from MCP server demo

Jayanth-MKV · Research and data

all the MCP (model context protocol) servers out here are build out of curiosity

Rishavv007 · Research and data

A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.

JackKuo666 · Research and data

waldzellai · Research and data

Waldzell AI's monorepo of MCP servers. Use in Claude Desktop, Cline, Roo Code, and more!

RyanLisse · Research and data

MCP server for interacting with the Whoop API to retrieve fitness and health data

MaxWeeden · Research and data

royyannick · Research and data

🔗 A curated list of Blockchain & Crypto Model Context Protocol (MCP) servers. Enabling AI Agents to interact with the Blockchain, Web3, DeFi, on-chain data, on-chain actions, etc. 🚀

FarseenSh · Research and data

A Model Context Protocol (MCP) server that enables Claude to access, analyze, and visualize Solana blockchain data through natural language conversations.

leehanchung · Research and data

MCP Server for Bing Search API

apenugon · Research and data

An MCP server to give Claude easy access to pulling docs

ViniciusAmeric · Research and data

Server MCP for atendeAi

rishijatia · Research and data

Fantasy Premier League MCP Server

kukapay · Research and data

A mcp server that bridges Dune Analytics data to AI agents.

edgardamasceno-dev · Research and data

seriallazer · Research and data

MCP Server for IBKR Client

MaxWeeden · Research and data

MCP Server for DNSDumpster Service

biswapm · Research and data

created from MCP server demo

GobinFan · Research and data

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

JovanHsu · Research and data

MCP Memory Server with Neo4j backend for AI knowledge graph storage

MxIris-Reverse-Engineering · Research and data

A Model Context Protocol server for IDA

pulipulichen · Research and data

GMKR · Research and data

MCP Server for Generating images

procload · Research and data

MCP Server implementation of the DnD 5e API using resources, tools, and prompts.

farzad528 · Research and data

Model Context Protocol Servers for Azure AI Search

GoPlausible · Research and data

Algorand Model Context Protocol (Server & Client)

ankushmehta123 · Research and data

biswapm · Research and data

create from MCP server

always-tinkering · Research and data

RhinoMCP connects Rhino to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and architectural design.

heurist-network · Research and data

zoomeye-ai · Research and data

A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc.

riii111 · Research and data

Multi-Search API Aggregator Server built with Deno + Hono

ninilang · Research and data

created from MCP server demo

FrankGenGo · Research and data

Ameprism · Research and data

Share MCP 是一个专注于 Model Context Protocol (MCP) 的导航站点。它提供了丰富的 MCP 相关资源、工具和服务的分类展示，帮助开发者快速找到所需的 MCP 解决方案。

monostate · Research and data

A MCP Server to launch a token, add value to it, distribute to your employees via email

sagarjethi · Research and data

ninilang · Research and data

created from MCP server demo

ErickWendel · Research and data

A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms

bitscorp-mcp · Research and data

Adjust Reporting API

iAmCorey · Research and data

Awesome MCP servers & clients & everthing

adaHubble · Research and data

MCP server for solana data analysis.

unmuktoai · Research and data

An open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This service authenticates with the Wazuh RESTful API, retrieves alerts from Elasticsearch indices, transforms events into an MCP-compliant JSON format, and exposes an HTTP endpoint for Claude Desktop to fetch real-time security context.

xuezhijian · Research and data

MCP Server 和风天气API例子。

Vistiqx · Research and data

Crawl4AI-MCP: A powerful web crawling and content analysis server that combines targeted web scraping with Claude AI processing. Extract insights from specific websites with customizable depth, content selection, and AI analysis capabilities.

recallnet · Research and data

A simple MCP server that exposes basic Recall functionality including listing buckets, getting account balances, creating objects, and more

kirtiapte · Research and data

kukapay · Research and data

A mcp server for tracking cryptocurrency whale transactions.

Seym0n · Research and data

Model Context Protocol (MCP) with TikTok integration

RyanCardin15 · Research and data

This is an MCP (Model Context Protocol) server that provides tools for interacting with the NOAA Tides and Currents API

paradiselabs-ai · Research and data

Scrape any developer documentation and save it locally as a markdown file using anthropic's MCP to standardize communication between the cli and the documentation server

dazeb · Research and data

A Wikipedia Image Search Tool. Follows Creative Commons Licences for images and uses them in your projects via Claude Desktop/Cline.

nicknochnack · Research and data

A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.

pixeltable · Research and data

A multimodal mcp server

MatthewPDingle · Research and data

An MCP server that interfaces with OpenAI and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems.

dstotijn · Research and data

MCP server for working with CBS Cijfers Open Data

qubaomingg · Research and data

股票查询

bharathvaj-ganesan · Research and data

Performs whois lookup against domain, IP, ASN and TLD.

findmine · Research and data

MCP server for FindMine's product styling AI

riemannzeta · Research and data

FastMCP Server for USPTO data

andriantahiry2024 · Research and data

Application mobile e-commerce avec système de paiement mobile money et gestion des livraisons

yogi-miraje · Research and data

MCP server to get the US city weather

jpan8866 · Research and data

A weather Model context protocol (MCP) tool server to allow AI agents to have access to real time weather data.

DaInfernalCoder · Research and data

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon

MushroomFleet · Research and data

Unified Cognitive Processing Framework - MCP server for Cline and more

tarcisiojr · Research and data

Servidor MPC para capturar estatísticas de uso de AI Code Assist

openbnb-org · Research and data

usrrname · Research and data

A timezone MCP server based off OSS TimezoneDB API

hirokidaichi · Research and data

local mcp server perplexity

Tihi321 · Research and data

nlinhvu · Research and data

A demonstration of A Spring Boot/AI MCP Server that tracks Bitcoin prices using CoinGecko APIs (api.coingecko.com/api/v3)

Beyond-Network-AI · Research and data

An Extensible Model Context Protocol (MCP) server

stephen37 · Research and data

Model Context Protocol Servers for Milvus

landicefu · Research and data

dataontap · Research and data

Data On Tap Inc. is a Full MVNO operating network 302 100 in Canada. This is DOT's code repository. It includes advanced security and authentication, various connectivity tools, intelligence, including smart network reservations, eSIM/iSIM, bootstrap wireless connectivity, D2C satellite, frameworks and concepts to build on. OpenAPI 3.1. MCP server.

tizee · Research and data

A MCP server provides access to DeepSeek-R1's reasoning capabilities for LLMs

ingpoc · Research and data

8bitsats · Research and data

MushroomFleet · Research and data

An MCP server providing intelligent transcript processing capabilities, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.

huangyz0918 · Research and data

springwq · Research and data

PraveenKishore · Research and data

MCP server for fetching youtube transcripts

spgoodman · Research and data

Createve.AI Nexus Server: MCP and API bridge for advanced LLM and agent use

SailFish-Finance · Research and data

This MCP (Model Context Protocol) server is integrated into Claude's MCP and maintained by SailFish

huhabla · Research and data

A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities

tony-42069 · Research and data

A comprehensive Solana MCP (Model Context Protocol) server for analyzing memecoins, tracking trends, and providing AI-powered insights using cultural analysis and on-chain data.

sionic-ai · Research and data

louisfghbvc · Research and data

Make AI agent more general

kmwebnet · Research and data

This project is a Node.js application designed for use with Claude Desktop. It simulates a CO2 sensor device and provides a JSON-RPC server to interact with the device. The application can run in both simulation mode and real mode, where it connects to a Raspberry Pi Pico via USB to read CO2 levels.

PhelanShao · Research and data

Enables large language models to correctly query molecular databases and generate structure files

pab1it0 · Research and data

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

hanzlahabib · Research and data

biswapm · Research and data

created from MCP server demo

Hasan-Syed25 · Research and data

zilliztech · Research and data

Model Context Protocol Servers for Milvus

u3588064 · Research and data

MCP (Model Context Protocol) server for identifying whether two sets of data are from the same entity. 识别两组数据是否来自同一主体的MCP服务器

EBIBioStudies · Research and data

biswapm · Research and data

created from MCP server demo

biswapm · Research and data

created from MCP server demo

dheerajoruganty · Research and data

MiesnerJacob · Research and data

An example Model Context Protocol server that provides weather data to LLMs.

biswapm · Research and data

created from MCP server demo

eka-care · Research and data

Eka MCP Server

aromanstatue · Research and data

Model Control Protocol (MCP) server for ElevenLabs Scribe ASR API

mikecreighton · Research and data

A Model Context Protocol (MCP) server that will provide all of the Mike Creighton Consulting website pages as Resources to any MCP clients.

oliviermichel · Research and data

A Model Context Protocol (MCP) server for interacting with the Louvre museum's collection

samay58 · Research and data

MCP server - make Claude tell the time! Highly reliable and consistent.

yoda-digital · Research and data

An MCP (Model Context Protocol) server providing access to 🇲🇩 Moldova's public procurement data through the MTender API. Features include searching tenders, accessing tender details, budget information, and funding sources - all following the Open Contracting Data Standard (OCDS).

cr7258 · Research and data

An MCP server enhances AI responses with real-time search results via Higress ai-search.

EnesCinr · Research and data

sarankrishna · Research and data

Simple MCP weather server

kbyk004 · Research and data

A MCP server that analyzes web site performance using Playwright and Lighthouse.

biswapm · Research and data

created from MCP server demo

dojoengine · Research and data

Sensei MCP is a Model Context Protocol (MCP) server that provides expert guidance for Dojo and Cairo development on Starknet.

roadwy · Research and data

A Model Context Protocol (MCP) server for querying the CVE-Search API

IAmAlexander · Research and data

MCP server for Readwise

Aias · Research and data

A Model Context Protocol (MCP) server for searching barnsworthburning.net.

psaboia · Research and data

A Python MCP Server for Paper Analytical Devices (PAD)

xinmiaoyan · Research and data

blake365 · Research and data

Option Chain MCP server

himanshusanecha · Research and data

dstotijn · Research and data

MCP server for querying Dutch postal codes

fwilliams96 · Research and data

AzureCosmosDB · Research and data

A Model Context Protocol (MCP) server that provides secure access to Azure Cosmos DB datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

c-cf · Research and data

An MCP (Model Context Protocol) server for data transformation and BI charts will allow AI assistants to connect to your data sources, transform data, and generate high-quality visualizations through natural language requests.

tyfeng1997 · Research and data

ChristianHinge · Research and data

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

spences10 · Research and data

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

horizondatawave · Research and data

A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts.

bitrefill · Research and data

A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill.

tinyfish-io · Research and data

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

misanthropic-ai · Research and data

DuckDuckGo search API MCP server

kukapay · Research and data

Provide latest cryptocurrency news to AI agents.

pacphi · Research and data

This multi-module project hosts a client code-generated from an OpenAPI derivative of the ResOs API combined with a Spring AI implementation. It also includes an MCP server, MCP client configuration for use with Claude and a standalone ReactJS powered chatbot UI.

everaldo · Research and data

Model Context Protocol (MCP) Server for Mistral OCR API

aarora79 · Research and data

MCP server for understanding AWS spend

yinglj · Research and data

mcp demo for studying mcp, include client and server

Dbillionaer · Research and data

Polygon blockchain MCP server for interacting with Polygon network

ctoouli · Research and data

MCP server to connect to the Alpha Vantage APIs

zengwenliang416 · Research and data

daobataotie · Research and data

mssql mcp server

Phillip-Kemper · Research and data

A TypeScript MCP server that leverages the MCP SDK to support all Ethereum JSON-RPC calls, enabling AI models to interact with blockchain data.

3dify-project · Research and data

MCP Client as an Agent Strategy Plugin. Dify is not MCP Server but MCP Host.

matthewdcage · Research and data

Australian Pharmaceutical Benefits Scheme PBS API Server using Anthropic MCP with natural language LLM integration

vectorize-mcp-server · Research and data

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

wllcnm · Research and data

With this MCP, the AI can query Reddit's post data and summarize it.

comet-ml · Research and data

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

main · Research and data

Generate images from text using advanced AI models. Learn more about jigsawstack's image generation API here: https://jigsawstack.com/docs/api-reference/ai/image-generation You can get your jigsawstack API key here: https://jigsawstack.com/dashboard/

u3588064 · Research and data

To teach LLM Agents understand workflows with PSR.exe's hmt.

u3588064 · Research and data

Recognize whether two sets of data are from the same entity.

zenml-io · Research and data

MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

RafaelCartenet · Research and data

Databricks MCP Server

jovezhong · Research and data

Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities.

sanderkooger · Research and data

An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context.

nachoal · Research and data

A perplexity MCP server

pedrojaques99 · Research and data

A curated list of the most popular Model Context Protocol (MCP) servers based on usage data from Smithery.ai

hirokidaichi · Research and data

local mcp server perplexity

aovabo · Research and data

A Message Concentrator Protocol (MCP) server that provides a unified, simple interface to the New York Times APIs. This server simplifies interaction with multiple NYT APIs through a single endpoint.

ProgramComputer · Research and data

A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.

stefw · Research and data

Serveur MCP (Model Context Protocol) pour interroger l'API BOAMP et récupérer les avis de marchés publics. Ce serveur permet de rechercher des marchés publics en utilisant divers critères et d'obtenir des détails complets sur des marchés spécifiques.

xiaoliwe · Research and data

The MCP server is used for the Curio project of Filecoin ecosystem.

algonacci · Research and data

MCP server to give client the ability to searching related news on the internet

jedrazb · Research and data

MCP server to search up-to-date elasticsearch docs

kvchitrapu · Research and data

MCP server to fetch YouTube transcripts

tizee · Research and data

A Model Context Protocol server for fetching IETF documents (RFCs) for Large Language Models.

enemyrr · Research and data

sendaifun · Research and data

gradusnikov · Research and data

A Model Content Protocol server that provides tools to search and retrieve academic papers from PubMed database.

crazyrabbitLTC · Research and data

A full implementation of Ethers as an AI tool for the model context protocol

8bitsats · Research and data

server that shows trending tokens and integrates Grok, xAI image understanding and vision (interpreted as a vision-capable AI), and Claude's computer use capabilities.

dcSpark · Research and data

zerubroberts · Research and data

RossH121 · Research and data

A Perplexity MCP server based on

ragieai · Research and data

Ragie Model Context Protocol Server

kumartheashwani · Research and data

mattshu0410 · Research and data

My attempt at an MCP server for dbSNP.

excelsier · Research and data

Enhanced FastMCP implementation of the Things MCP server for Claude and Windsurf

theishangoswami · Research and data

Claude can perform Web Search | Exa with MCP (Model Context Protocol)

evansims · Research and data

A Model Context Protocol (MCP) server providing tools to read, search, and manipulate OpenFGA stores programmatically via Large Language Models (LLMs.)

financial-datasets · Research and data

An MCP server for interacting with the Financial Datasets stock market API.

cskiro · Research and data

A weather server application for MCP

mackenly · Research and data

MCP server for Fathom Analytics

Jimmyh-world · Research and data

A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts, understand UTXO patterns, and discover development resources. Built on the MCP TypeScript SDK. Open-source.

ALucek · Research and data

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

cyanheads · Research and data

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

mixelpixx · Research and data

An MCP (Model Context Protocol) server that provides Google search capabilities and webpage content analysis tools. This server enables AI models to perform Google searches and analyze webpage content programmatically.

grafana · Research and data

An mcp server to support compliance operations in AI agents

ahonn · Research and data

A Model Context Protocol (MCP) server providing access to Google Search Console

Rudra-ravi · Research and data

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

mindsightventures · Research and data

Example MCP server implementation for weather data with testing and pre-commit setup

gabrimatic · Research and data

A MCP server providing real-time web search capabilities to any AI model.

freedanfan · Research and data

基于 FastAPI 和 MCP（模型上下文协议），实现 AI 模型与开发环境 之间的标准化上下文交互，提升 AI 应用的可扩展性和可维护性。

XD3an · Research and data

MCP 模板和指南集合，用於快速開發 Model Context Protocol (MCP) 服務器（server）。

pblittle · Research and data

A Model Context Protocol (MCP) for querying Lightning Network (LND) node data using natural language.

peancor · Research and data

berkayderin · Research and data

directory for best MCP Servers

pyljain · Research and data

dsomel21 · Research and data

Example of creating MCP server

OtotaO · Research and data

An MCP server for Unsloth - a library that makes LLM fine-tuning 2x faster with 80% less memory

Handwriting-OCR · Research and data

Convert handwritten and printed text to Markdown and structured data with unparalleled accuracy.

tofunori · Research and data

Windows MCP server for data exploration with Claude

dinasaur404 · Research and data

Demo of MCP client/server using durable objects for trackings state

Bob-lance · Research and data

📢 Instagram MCP Server – A powerful Model Context Protocol (MCP) server for tracking Instagram engagement, generating leads, and analyzing audience feedback.

Taxuspt · Research and data

Allows clients like Claude Desktop to access your Garmin data

arcaputo3 · Research and data

An MCP Server for audio transcription using OpenAI

angrysky56 · Research and data

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows through contextual recall of best practices, algorithms, and solutions.

ThreatFlux · Research and data

A yara based MCP Server

akramsaouri · Research and data

Translate text using the Model Context Protocol.

hichana · Research and data

Goal Story isn’t a goal tracker—it’s a brand new way to manage your aspirations. We call it “Goal Storying.” Instead of juggling endless lists, Goal Story guides you to focus on one goal at a time, forging a deeply personal narrative that keeps you motivated and on track. Powered by conversational AI, Goal Story provides constructive insights and creative storytelling tailored to your unique motivations, helping you see your goal through to completion with a sense of momentum and fun.

elsejj · Research and data

这是一个为大模型提供 A股 股票数据的的 MCP(Model Content Protocol) 服务。 它提供近乎实时的股票数据，包括 - 基本资料 - 行情 - 指标 - 财务 等等 访问 https://github.com/elsejj/mcp-cn-a-stock 获取相关的使用方法

hagsmand · Research and data

GongRzhe · Research and data

A Model Context Protocol server for document Q&A powered by Langflow . It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.

CaesarYangs · Research and data

A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.

flothjl · Research and data

An MCP Server to get data from EDGAR

stat-guy · Research and data

MCP server for retrieval augmented thinking and problem solving

smithery-ai · Research and data

Ntropy MCP server

HarjjotSinghh · Research and data

A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support.

OneofGods · Research and data

Troubleshooting guide for Vega-Lite MCP server integration with Claude

ckz · Research and data

research claude code and mcp server

b3nguang · Research and data

quanticsoul4772 · Research and data

YuheiNakasaka · Research and data

swairshah · Research and data

MCP server to expose local zotero repository to MCP clients

sarick-story · Research and data

A demo agent using our MCP server

karayaman · Research and data

A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Lichess chess platform through natural language. Play games, analyze positions, manage your account, and participate in tournaments—all by simply talking to Claude.

kyryl-opens-ml · Research and data

manascb1344 · Research and data

MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model.

melaodoidao · Research and data

An MCP server for accessing data from Data.gov, providing tools and resources for interacting with government datasets.

WilliamCloudQi · Research and data

The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation.

cdugo · Research and data

MCP Server to retrieve documentation for a package

manimohans · Research and data

MCP server for The Verge news RSS feed

SecretiveShell · Research and data

A middleware to provide an openAI compatible endpoint that can call MCP tools

LukePrior · Research and data

A MCP Server for the SondeHub API primarily to experiment with MCP

daniyuu · Research and data

ReqRefine is an MCP server that enhances requirement gathering through strategic questioning. It guides users to reveal comprehensive needs, uncovers implicit requirements, and transforms dialogue into structured specifications.

alioshr · Research and data

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

jzinno · Research and data

A MCP server to interface with Biomart

fluxinc · Research and data

A server for managing contextual data in DICOM tools, supporting medical imaging and machine learning workflows.

tomekkorbak · Research and data

MCP server for Oura API integration

lishenxydlgzs · Research and data

MCP server to run AWS Athena queries

ChronulusAI · Research and data

MCP Server for Chronulus AI Forecasting and Prediction Agents

0xshellming · Research and data

MCP Server for AI Summarization

hesreallyhim · Research and data

An MCP server that checks if a website is currently down by querying the website

amotivv · Research and data

This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API, as well as an MCP server implementation that can be used to provide web context to LLMs.

netboxlabs · Research and data

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

theposch · Research and data

A Gmail MCP server

tomekkorbak · Research and data

datalayer · Research and data

🌎 ✨ Earthdata MCP Server

InnoBridge · Research and data

MCP server to provide tools

sam-ayo · Research and data

Convert OpenAPI specifications to MCP server ready tools

adhikasp · Research and data

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

EthanHenrickson · Research and data

A Model Context Protocol (MCP) server that provides basic mathematical and statistical functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.

dragonkhoi · Research and data

MCP Server for Mixpanel API (talk to your Mixpanel data)

liaokongVFX · Research and data

Model Context Protocol(MCP) 编程极速入门

acryldata · Research and data

The official Model Context Protocol (MCP) server for DataHub (

abutbul · Research and data

This is a TypeScript-based MCP server, which wraps around a python script. together it helps track expenses and payments for social events, making it easy to calculate reimbursements and settle balances between friends.

pinecone-io · Research and data

Pinecone Assistant MCP server

piddlingtuna · Research and data

A Model Context Protocol (MCP) server for TfNSW's realtime alerts API

rbctmz · Research and data

Интеграция Strava API с Model Context Protocol SDK

VillanCh · Research and data

An AI Native Agent for Security Caps and MCP Servers

ntropy-network · Research and data

MCP server for enriching banking data using the Ntropy API

EduBase · Research and data

The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).

TommyBez · Research and data

MCP Server for querying DBT Semantic Layer

summerwu01 · Research and data

BRO3886 · Research and data

simple memory mcp server with custom memory location

bkataru-workshop · Research and data

mcp server with duckducksearch, web2md, and web2photo

M-Gonzalo · Research and data

MCP server for retrieving relevant documentation from a knowledge base

quanticsoul4772 · Research and data

Analytical MCP Server: Enhancing AI with Structured Problem-Solving Tools

SeanLF · Research and data

A Model Context Protocol (MCP) server that provides weather forecast data from the Government of Canada Weather API. Fetch accurate 5-day forecasts for any location in Canada by latitude and longitude. Easily integrates with Claude Desktop and other MCP-compatible clients.

christian561 · Research and data

MCP Server enabling LLM Agents to interact with Gel databases

mattjoyce · Research and data

Thi sis a companion MCP server for the Senechal project

asusevski · Research and data

mrchi · Research and data

anton10xr · Research and data

Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents

8bitgentleman · Research and data

Model Context Protocol server for ActivityWatch time tracking data

DefiBax · Research and data

szeider · Research and data

A Model Context Protocol (MCP) server that provides access to the DBLP computer science bibliography database for Large Language Models.

AntanasMisiunas · Research and data

stat-guy · Research and data

Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reasoning approach for more efficient LLM reasoning.

manolaz · Research and data

emergency-medicare-planner-mcp-server

Props-Labs · Research and data

An MCP server for fireflies

qiangge2008 · Research and data

aokihu · Research and data

MCP server for AI cooperation

colesmcintosh · Research and data

A Model Context Protocol (MCP) server for numerical computations with NumPy

rember · Research and data

A Model Context Protocol (MCP) server for Rember.

PrajwalPrashanth · Research and data

MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..

ttjslbz001 · Research and data

wanaku-ai · Research and data

Wanaku MCP Router

allsmog · Research and data

An MCP server for pentesting. Contributors wanted!

jsonresume · Research and data

The registry mcp server updates your resume while you code

forayconsulting · Research and data

An MCP server for interacting with Zoom Cloud Recording transcripts

gluneau · Research and data

web-agent-master · Research and data

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

abutbul · Research and data

The Gatherings MCP Server provides an API that allows AI assistants to interact with the Gatherings application through the Machine Conversation Protocol. This enables AI systems to help users manage shared expenses for social events, outings, or any gathering where costs are split among participants.

ctvidic · Research and data

m4s1t4 · Research and data

Web Search tools are a series of tools that allow Claude to acces de internet via MCP Server

valyu-network · Research and data

Typescript implementation of MCP server for Valyu Network API (

ctvidic · Research and data

mario-andreschak · Research and data

MCP-Server for Voice AI with OpenAI

wysh3 · Research and data

A research level Model Context Protocol (MCP) server implementation providing AI-powered research capabilities through Perplexity's infrastructure without using any API key.

IzumiSy · Research and data

MCP Memory Server with DuckDB backend

thedaviddias · Research and data

MCP to explore websites with llms.txt files

FocusSearch · Research and data

The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.

seanivore · Research and data

$$CLAUD'S Practical Utility Drives Solana to Tech Revolution Leadership Status

seanivore · Research and data

$$CLAUDE Decentralized AI-Dev Ecosystem

Funmula-Corp · Research and data

BigGo MCP Server utilizes APIs from BigGo, a professional price comparison website.

SecretiveShell · Research and data

MCP server for connecting agentic systems to search systems via searXNG

pierrebrunelle · Research and data

Query OpenAI models directly from Claude using MCP protocol.

wysh3 · Research and data

MCP web search using perplexity without any API KEYS

andybrandt · Research and data

MCP server for searching and querying PubMed medical papers/research database

adhikasp · Research and data

A Model Context Protocol (MCP) server for interacting with Twitter.

cablate · Research and data

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

ogulcanarbc · Research and data

mcp server assistant for mock data

pavel-bc · Research and data

🤖 MCP server for querying BTC data via Blockchain.com APIs

nickclyde · Research and data

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

adrian-dotco · Research and data

An MCP server for natural language time entry in Harvest

aimcp · Research and data

A collection about MCP

chroma-core · Research and data

A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma

its-dart · Research and data

Dart AI Model Context Protocol (MCP) server

jakeyShakey · Research and data

aimcp · Research and data

The portal for aimcp

ssdeanx · Research and data

MCP Deep Research Server using Gemini creating a Research AI Agent

marcopesani · Research and data

Serper MCP Server supporting search and webpage scraping

crazyrabbitLTC · Research and data

A morpho server for the model context protocol

angrysky56 · Research and data

RoCQ (Coq Reasoning Server)

isaacwasserman · Research and data

MCP Server for Interacting with Cube Semantic Layers

AbdelStark · Research and data

Ligthning Network MCP server.

tedlikeskix · Research and data

MCP server providing IP geolocation via IP-API.com. Free, no API key required.

terilios · Research and data

MCP server providing healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment

jamesfalkner · Research and data

This project uses Quarkus and the Model Context Protocol] to implement a simple agentic app using multiple MCP servers and Quarkus + LangChain4j.

bmorphism · Research and data

stagsz · Research and data

ISO 9001 Model Context Protocol Server Implementation

shuntaka9576 · Research and data

✨ Fetches your schedule (Google Calendar) and outputs it as a single LLM prompt, with an optional MCP server mode.

AudienseCo · Research and data

Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account

amysatterlee · Research and data

Model Context Protocol (MCP) Server for National Park Services data

stagsz · Research and data

An MCP server for unconventional and boundary-breaking problem-solving through an advanced note-taking system.

mattmarcin · Research and data

An MCP server to get Air Quality Data using AQICN.org

runekaagaard · Research and data

A terminal LLM chat app with support for langchain tools and mcp servers

myownipgit · Research and data

Tutorial on creating NDAs using eSignatures MCP Server

MyBlockcities · Research and data

Goose AI with MCP Servers

xraywu · Research and data

MCP server to analyze your genetic test results from WeGene

secmate-ai · Research and data

Model Context Protocol Server For Cyber Security

mkusaka · Research and data

Model Context Protocol (MCP) server for interacting with the Linear API. This server provides tools and resources for accessing and manipulating Linear issues, projects, and other data through a standardized MCP interface.

maikmetzger · Research and data

A Model Context Protocol server implementation providing mathematical operations through a standardized interface. Built with TypeScript and Node.js, this server demonstrates how to create and expose tools via the Model Context Protocol specification.

Zate · Research and data

Collection of MCP Servers ofr use with anthropic and other models

h-yanagawa · Research and data

weidwonder · Research and data

用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token

mmmaaatttttt · Research and data

MCP Server for interacting with live music events

flothjl · Research and data

mcp server to interact with usaspending.gov api

jeanibarz · Research and data

This MCP server provides tools for listing and retrieving content from different knowledge bases.

Omar-V2 · Research and data

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

mccartykim · Research and data

MVP of an MCP server that lets ai assistants tune into fm stations

enemyrr · Research and data

jraa1995 · Research and data

This is a simple MCP Server Framework that enables data to be passed through a structured messaging protocol, allowing seamless communication between clients and servers. It supports efficient data exchange, real-time processing, and customizable extensions for various applications, ensuring scalability and reliability in diverse environments.

arjunkmrm · Research and data

MCP server for Singapore's Land Transport Authority (LTA) DataMall API

fred-em · Research and data

MCP Server - Chat with your Syften social listening data

fred-em · Research and data

MCP Server - get a heat check headlines

edobez · Research and data

MCP server for enabling memory for Claude through a knowledge graph

delorenj · Research and data

MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database

r-huijts · Research and data

A Model Context Protocol (MCP) server implementation for the Portkey AI platform, providing a standardized interface for managing AI configurations, workspaces, and analytics.

T1nker-1220 · Research and data

I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this

kevinwatt · Research and data

An MCP server implementation that integrates with MySQL databases, providing secure database access capabilities for LLMs.

MASAKASUNO1 · Research and data

mcp server for use when you want to make images casually. fal.ai and a very cheap hall of fame is also possible!

vinsidious · Research and data

MCP server for getting schema information from a PostgreSQL database

Cam10001110101 · Research and data

habuma · Research and data

ThemeParks.wiki API MCP Server

MCP-Mirror · Research and data

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ruixingshi · Research and data

A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's CoT from the Deepseek API service or a local Ollama server.

MCP-Mirror · Research and data

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leafeye · Research and data

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FradSer · Research and data

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briandconnelly · Research and data

IP Geolocation Server for MCP

AbdelStark · Research and data

Bitcoin & Lightning Network MCP Server.

jkawamoto · Research and data

MCP server retrieving transcripts of YouTube videos

Kartha-AI · Research and data

MCP Server for EMRs with FHIR

nikolaypavlov · Research and data

A Model Context Protocol (MCP) server for providing your public IP to LLMs

wpnbos · Research and data

MCP server for Buienradar's precipitation endpoint

valyu-network · Research and data

The Valyu MCP Server is a Model Context Protocol (MCP) tool that enables AI models to retrieve high-quality context from Valyu's API, including full search capabilities over Wikipedia, arXiv (great for finance, research, etc.), and web search.

zahoorahmad60 · Research and data

kevinwatt · Research and data

An MCP server implementation that integrates with SearXNG, providing privacy-focused meta search capabilities.

ibrooksSDX · Research and data

dogeplusplus · Research and data

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

ssdeanx · Research and data

MCP Deep Research Server using Gemini creating a Research AI Agent

lalanikarim · Research and data

A server using FastMCP framework to generate images based on prompts via a remote Comfy server.

r0d8lsh0p · Research and data

An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.

ubie-oss · Research and data

A MCP server for Vertex AI Search

happyZYM · Research and data

Ejb503 · Research and data

A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios

jkawamoto · Research and data

An MCP server for processing images using Florence-2

SweetingTech · Research and data

MCP server

KYBvWHxW · Research and data

High-performance Manchu-Chinese translation server implementing the Model Context Protocol (MCP)

softgridinc-pte-ltd · Research and data

A MS excel server based on modelcontextprotocol

mario-andreschak · Research and data

An MCP server that provides image recognition 👀 capabilities using Anthropic and OpenAI vision APIs

Garoth · Research and data

An MCP Server for WolframAlpha's LLM API, able to return structured knowledge & solve math

psalzman · Research and data

A Model Context Protocol (MCP) server that provides access to Federal Election Commission (FEC) campaign finance data through the OpenFEC API.

tgambet · Research and data

A Model Context Protocol server that provides web content fetching capabilities.

waldzellai · Research and data

Waldzell AI's monorepo of MCP servers for model enhancement. Use in Claude Desktop, Cline, Roo Code, and more!

moyu6027 · Research and data

MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine

ravitemer · Research and data

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

MCP-Mirror · Research and data

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crazyrabbitLTC · Research and data

An Anthropic MCP server (with OpenAI Function calling compatibility) for the Coingecko Pro API

MCP-Mirror · Research and data

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privetin · Research and data

An MCP server for interacting with Wikimedia APIs. Access Wikipedia and other Wikimedia project content programmatically.

Tizzle716 · Research and data

privetin · Research and data

A Model Context Protocol (MCP) server implementation that provides vector database capabilities through Chroma.

AgentWong · Research and data

bmorphism · Research and data

A Model Context Protocol server for secure time-based operations with timing attack protection and timelock encryption

grll · Research and data

A MCP server for PubMed data

MilosBastaja · Research and data

Enhanced MCP memory system with dynamic compression, context management and thinking process integration. Based on the original MCP memory server.

MCP-Mirror · Research and data

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prasanthmj · Research and data

A Go implementation of an MCP (Model Context Protocol) server tools

5ajaki · Research and data

MCP Server for Ethereum Node

vetlefo · Research and data

MCP server for intelligent document chunking and progressive summarization, optimized for Claude context windows.

Vic563 · Research and data

A Model Context Protocol (MCP) server that provides persistent memory and multi-model LLM support.

truss44 · Research and data

A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data.

privetin · Research and data

MCP server for Hugging Face dataset viewer

loonghao · Research and data

A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions.

bmorphism · Research and data

An MCP server implementation for managing marginalia and annotations

benhaotang · Research and data

MCP server for Semantic Scholar to search for papers

danielma-tic · Research and data

MCP Server for the Fillout.io API, enabling form management, response handling, and analytics.

openSVM · Research and data

bmorphism · Research and data

MCP server for interacting with Penumbra blockchain - providing privacy-preserving tools for chain interaction

JexinSam · Research and data

A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.

xytangme · Research and data

A Message Control Protocol (MCP) server implementation for interacting with [NeoDB](

bsmi021 · Research and data

A Model Context Protocol (MCP) server for web content scanning and analysis. This server provides tools for fetching, analyzing, and extracting information from web pages.

freespirit · Research and data

An MCP server extension for Zed that retrieves relevant pieces from a PDF file

Vostos007 · Research and data

Collection of verified MCP servers and integrations

PoliTwit1984 · Research and data

Vostos007 · Research and data

Collection of useful and secure MCP servers for various integrations and tasks

catherinedparnell · Research and data

An MCP server to interface with Finnhub API.

hideya · Research and data

Simple Weather MCP Server Example

boufnichel · Research and data

An MCP server for processing Kafka events and enabling LLMs to interact with event streams

bmorphism · Research and data

MCP server for interacting with Manifold Markets prediction markets

rmtech1 · Research and data

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and Cline AI as well.

ssdeanx · Research and data

ravinahp · Research and data

An MCP server for people who surf waves and the web.

maccam912 · Research and data

MCP-Mirror · Research and data

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PhialsBasement · Research and data

A Model Context Protocol (MCP) server that enables AI assistants to perform network scanning operations using NMAP

ChanMeng666 · Research and data

【Every star you give feeds a hungry developer's motivation!⭐️】A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Features multi-language support, comprehensive search parameters, and smart error handling.

olaservo · Research and data

MCP server for applying a Claude Shannon-inspired problem-solving pattern

bmorphism · Research and data

MCP server for analyzing claims, validating sources, and detecting manipulation using multiple epistemological frameworks

qpd-v · Research and data

Enhanced MCP server for deep web research

xiehust · Research and data

MCP-Mirror · Research and data

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TeglonLabs · Research and data

MCP server for flipping coins with true randomness from random.org

badkk · Research and data

A collection of crypto MCP servers.

MCP-Mirror · Research and data

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doomdagadiggiedahdah · Research and data

MCP-Mirror · Research and data

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delorenj · Research and data

A Ticketmaster MCP server that provides query capabilites from the Discovery API

angrysky56 · Research and data

Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc

benhaotang · Research and data

MCP server for checking Mathematica code via local MMA installation

StevenROyola · Research and data

Simplifying MCP server interactions for seamless AI integration.

mlobo2012 · Research and data

MCP server implementation for using Claude API with Claude Desktop, providing advanced API integration and conversation management.

angrysky56 · Research and data

MCP-Server tool use project concept for Claude and compatible AI.

berlinbra · Research and data

MCP Server for PolyMarket API

stagsz · Research and data

A Model Context Protocol (MCP) server for Firebird databases. Enables read-only SQL queries and schema exploration.

whataboutyou-ai · Research and data

MCP-Mirror · Research and data

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tatn · Research and data

Hritik003 · Research and data

A simple MCP server for weather

robertredbox · Research and data

AppTweak MCP server for Cline - Provides tools for app store analytics and competitor analysis

tadasant · Research and data

MCP Server integrating MCP Clients with Stability AI-powered image manipulation functionalities: generate, edit, upscale, and more.

martinbowling · Research and data

MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔

crazyrabbitLTC · Research and data

An MCP (Model Context Protocol) server that provides Ethereum blockchain data tools via Etherscan's API. Features include checking ETH balances, viewing transaction history, tracking ERC20 transfers, fetching contract ABIs, monitoring gas prices, and resolving ENS names.

AnyContext-ai · Research and data

MCP Server for using Yr Weather Data as Context in LLM tools.

AnyContext-ai · Research and data

Thingsboard MCP Server for using Thingsboard Data as context in LLM tools

open-strategy-partners · Research and data

A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

crazyrabbitLTC · Research and data

A Model Context Protocol (MCP) server that enables AI agents to interact with the Tally API, providing access to DAO governance data, proposals, and metadata. Built with TypeScript and GraphQL, it offers a secure and efficient way to fetch and sort DAO information through standardized MCP functions.

ducthinh993 · Research and data

A Model Context Protocol (MCP) server that enables AI assistants like Claude to check software end-of-life (EOL)

spences10 · Research and data

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

spences10 · Research and data

🔎 A Model Context Protocol (MCP) server for integrating Perplexity's AI API with LLMs.

cyanheads · Research and data

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

alexandephilia · Research and data

A powerful MCP server that enhances Claude's capabilities by integrating DeepSeek R1's cutting-edge reasoning engine.

Hritik003 · Research and data

A MCP server for LinkedIn to seamlessly apply for jobs🚀

operator-bonk-nuggets · Research and data

Report on Stagehand and MCP Server

Siddhant-K-code · Research and data

MCP server designed to help you search and analyze your photo library (iCloud)

truaxki · Research and data

A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK.

newideas99 · Research and data

🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

apappascs · Research and data

An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.

akseyh · Research and data

MCP Server integration for Bear note app

pgpt-dev · Research and data

MCP Server for Private GPT

punkpeye · Research and data

A collection of MCP clients.

lukezinmaker · Research and data

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI

owulveryck · Research and data

A proof-of-concept demonstrating a custom-built host implementing an OpenAI-compatible API with Google Vertex AI, function calling, and interaction with MCP servers.

adityak74 · Research and data

A MCP server to search for accurate academic articles.

martinlippert · Research and data

MCP server implementation that serves up-to-date information about projects from api.spring.io

skrapeai · Research and data

MCP Server for skrape.ai, lets you input any URL and it returns clean markdown for the LLM

DonMorr · Research and data

Alphavantage MCP Server

Jacck · Research and data

A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.

trevorwilkerson · Research and data

Windows MCP server setup differs from Mac by requiring absolute file paths and explicit node.exe references instead of npx commands. The installation requires verifying npm and installing packages globally to the AppData\Roaming\npm\node_modules directory. Running servers needs complete paths for both node.exe and the server's index.js file.

BurtTheCoder · Research and data

MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.

mixelpixx · Research and data

MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites

sarthakkimtani · Research and data

MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

heltonteixeira · Research and data

MCP server for RAG-based document search and management

aindreyway · Research and data

An intelligent MCP server that serves as a guardian of development knowledge, providing Cline assistants with curated access to latest documentation and best practices across the software development landscape

Sivan22 · Research and data

Fetch and read Jewish texts through the API of Sefaria.org

splendasucks · Research and data

webperfect-mcp-server

lenwood · Research and data

An MCP server enabling CFBD API queries within Claude Desktop.

apappascs · Research and data

Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.

oslook · Research and data

This document provides a list of different MCP servers. For each server, we provide a schema definition that includes the latest basic information and tool definitions.

MCP-Mirror · Research and data

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Nayshins · Research and data

Cryptocurrency Market Data MCP Server

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tokenizin-agency · Research and data

A powerful MCP server for fetching and transforming web content into various formats (HTML, JSON, Markdown, Plain Text) with ease.

PhialsBasement · Research and data

Pull pagespeed data using this MCP server.

MCP-Mirror · Research and data

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MCP-Mirror · Research and data

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Jacck · Research and data

Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving

MCP-Mirror · Research and data

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CheMiguel23 · Research and data

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8

webcoderz · Research and data

Geocoding MCP server with GeoPY!

liuyoshio · Research and data

MCP Discovery & Recommendation Service - Find the right MCP server for your needs

microagents · Research and data

MCP server for Brave Search API integration

YUZongmin · Research and data

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

dasheck0 · Research and data

MCP server for generating human face images with various shapes and sizes

MCP-Mirror · Research and data

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blake365 · Research and data

MCP server for accessing geologic data with the Macrostrat API

EvalsOne · Research and data

Enables cloud-based AI services to access local Stdio based MCP servers

blake365 · Research and data

An MCP server for querying the USGS Earthquake API with natural language

meilisearch · Research and data

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

txbm · Research and data

Model Context Protocol Time Server - A robust timezone-aware time server implementation

kaliaboi · Research and data

A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.

r-huijts · Research and data

Rijksmuseum MCP integration for artwork exploration and analysis

jsonallen · Research and data

A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API.

jimpick · Research and data

Use Model Context Protocol with multiple Fireproof JSON document databases

ChanMeng666 · Research and data

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

alexatnordnet · Research and data

An mcp server for searching against google custom search api

hekmon8 · Research and data

A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications.

miguelg719 · Research and data

An MCP server for Home Assistant

LinkupPlatform · Research and data

Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop, enabling up-to-date information retrieval during conversations through a simple 60-second setup process.

berlinbra · Research and data

MCP Server for Alpha Advantage API

Sivan22 · Research and data

makes the jewish library accessible to LLMs through the MCP protocol

myownipgit · Research and data

MCP Server configuration with patent API integrations

hannesrudolph · Research and data

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

sirmews · Research and data

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

hannesrudolph · Research and data

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

JANHMS · Research and data

Integration of Needle in modelcontextprotocol

szeider · Research and data

Model Context Protocol (MCP) server for constraint optimization and solving"

sammcj · Research and data

Ollama MCP server for bybit

patruff · Research and data

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

mongodb-developer · Research and data

qeinfinity · Research and data

zenturacp · Research and data

Tavily MCP Server for Cline

mkearl · Research and data

A Model Context Protocol (MCP) server for analyzing code dependencies

sunsetcoder · Research and data

Model Context Protocol server for Flight Tracking

kangaekata · Research and data

MCP server implementation for advanced document and knowledge graph processing

BurtTheCoder · Research and data

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.

hannesrudolph · Research and data

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

qeinfinity · Research and data

isaacwasserman · Research and data

myownipgit · Research and data

MCP Server implementation for RapidAPI Global Patent API integration with SQLite storage

spuerFan · Research and data

Research and documentation about Model Context Protocol (MCP) servers and implementations

patruff · Research and data

A testing ground for the MCP server terminator. Hasta la vista, bugs!

BurtTheCoder · Research and data

A Model Context Protocol (MCP) server for querying the VirusTotal API.

9nate-drake · Research and data

MCP Server for fething yfinance financial data into Claude Desktop

mdagost · Research and data

MCP Server for locally hosted data on Chicago Public Schools

mikeskarl · Research and data

MCP server for managing and serving analysis prompt templates

esc5221 · Research and data

A curated list of awesome-mcp-servers (Model Context Protocol server)

Muralikrishankp · Research and data

ruchernchong · Research and data

Model Context Protocol server for Google Analytics, enabling LLMs to fetch and analyze web analytics data

duan-li · Research and data

Claude Model Context Protocol Weather Server Example

RamXX · Research and data

An MCP server for Tavily's search API

tcsavage · Research and data

MCP server providing sementic search over Obsidian vaults

mathemagie · Research and data

phil65 · Research and data

MCP (Model context protocol) server with LLMling backend

madhukarkumar · Research and data

SingleStore MCP server implemented in TS

identimoji · Research and data

MCP Server for emojikey.io ... save your unique relationship state and interaction style with your favorite LLM

baba786 · Research and data

An MCP (Model Context Protocol) server implementation integrated with Angle One APIs for financial data processing and analysis.

TakumiY235 · Research and data

MCP server for UniProt protein data access

michaelfromyeg · Research and data

An MCP server for real-time sports.

StrongApps · Research and data

AntDX316 · Research and data

Jamespptsr · Research and data

Repository to test MCP server functionality

QuantGeekDev · Research and data

mcp server connected to us treasury data, built with mcp-framework

wavelovey · Research and data

MCP PubMed Search Server

Laksh-star · Research and data

MCP Server with TMDB

jacksteamdev · Research and data

DMontgomery40 · Research and data

Local Model Context Protocol Server with BirdNet-Pi integration

shaneholloman · Research and data

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

roychri · Research and data

yuru-sha · Research and data

MCP Server for MySQL databases

sdairs · Research and data

This is a directory repo for anything related to MCP - servers, clients and projects around MCP.

anpigon · Research and data

An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. 🚀

Red-exe-Engineer · Research and data

This helps with joining MCPI servers on MCPE

skydeckai · Research and data

An MCP Server to enable global access to Rememberizer

isaacwasserman · Research and data

ergut · Research and data

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

· Research and data

Interact with your crash reporting and real using monitoring data on your Raygun account

· Research and data

One API for Search, Crawling, and Sitemaps

andybrandt · Research and data

Tool to work with arXiv, provide LLM with ability to search and read papers from there

· Research and data

Interact with Tinybird serverless ClickHouse platform

QuantGeekDev · Research and data

A coincap mcp server to access crypto data from coincap API

neo4j-contrib · Research and data

Model Context Protocol with Neo4j

BurtTheCoder · Research and data

MCP server for querying the Shodan API