Discover Awesome MCP Servers

Math-MCP

A Model Context Protocol server that provides basic mathematical and statistical functions to LLMs, enabling them to perform accurate numerical calculations through a simple API.

MCP Demo

Demonstrate an MCP server for fetching aviation weather data

NN-GitHubTestRepo

created from MCP server demo

Fused MCP Agents: Setting up MCP Servers for Data

A Python-based MCP server that allows Claude and other LLMs to execute arbitrary Python code directly through your desktop Claude app, enabling data scientists to connect LLMs to APIs and executable code.

Legion MCP (Model Context Protocol) Server

A server that helps people access and query data in databases using the Query Runner with integration of the Model Context Protocol (MCP) Python SDK. Support databases including PostgreSQL Redshift MySQL Microsoft SQL Server Google APIs Amazon Web Services (via boto3) CockroachDB SQLite

Quantitative Researcher MCP Server

Provides tools for managing quantitative research knowledge graphs, enabling structured representation of research projects, datasets, variables, hypotheses, statistical tests, models, and results.

Semantic Scholar MCP Server

Mirror of

MCP with Gemini Tutorial

Building MCP Servers with Google Gemini

HANA Cloud MCP Server

Mirror of

MCP Mistral OCR

OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)

BigQuery Analysis MCP Server

A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.

MCP Server Reddit

Mirror of

eRegulations MCP Server

A Model Context Protocol server implementation that provides structured, AI-friendly access to eRegulations data, making it easier for AI models to answer user questions about administrative procedures.

mcp-weather-server

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

Data Visualization MCP Server

Mirror of

Wikipedia MCP Image Crawler

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

Deep Research MCP Server 🚀

MCP Deep Research Server using Gemini creating a Research AI Agent

Azure Log Analytics MCP Server

MCP server for querying Azure Log Analytics using natural language

AlphaVantage MCP Server

An MCP server that integrates with the AlphaVantage financial data API, providing access to stock market data, technical indicators, and fundamental financial information.

Algorand MCP Implementation

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) with Algorand blockchain, plus many useful prompts.

MCP Server for Milvus

An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.

Container-MCP

A secure, container-based implementation of the Model Context Protocol (MCP) that provides sandboxed environments for AI systems to safely execute code, run commands, access files, and perform web operations.

MCP Servers

A Model Context Protocol server implementation that wraps Harvest's REST API, enabling seamless interaction with Harvest's time tracking, client, project, and reporting features through MCP clients.

LND MCP Server

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

Weibo MCP Server

A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.

MCP Context Manager

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

LLM Gateway MCP Server

An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.