Discover Awesome MCP Servers

Hurl OpenAPI MCP Server

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

emi_mcp_server

A sample MCP server that exposes tools, resources, and prompts for managing users and todos, supporting both stdio and Streamable HTTP transports.

git-insights-mcp

A local-only MCP server that exposes git repository history, diffs, and status as tools for LLM clients, working entirely against a local git repo on disk.

Mipiti MCP Server

Lets AI coding agents generate and manage threat models, controls, assumptions, compliance mapping, and evidence programmatically via the Mipiti security posture platform.

@altronis/sgdata-mcp

Comprehensive Singapore government data MCP server - typed tools for SG datasets (data.gov.sg and more) for any AI agent. NPM: https://www.npmjs.com/package/@altronis/sgdata-mcp HOMEPAGE: https://altronis.sg

ibkr-mcp-server

Expose IBKR account data, portfolio positions, orders, executions, contracts, and market data snapshots via MCP to Claude or Codex.

security-tools

Provides security tools (prompt injection detection, CVE lookup, version impact assessment) for MCP clients like Claude.

MCP Code Mode

Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

KnowledgeMCP

An MCP server that enables AI assistants to perform semantic searches over local document collections using multi-context organization and automatic OCR. It supports various file formats including PDF, DOCX, and images, ensuring all data processing remains local and private.

mcp-streaming-msk-bedrock

Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly detection and root cause analysis. Enables AI-powered monitoring with WebSocket push and IAM authorization.

PostgreSQL MCP Server

Provides AI assistants with safe, controlled access to PostgreSQL databases with read-only defaults, granular permissions, query safety features, and schema introspection capabilities.

MCPJuliaServer

A Julia-based MCP server providing tools for database operations, file management, and database administration, with HTTP bridge support for Windows Claude Desktop integration.

React Native Expo MCP

An MCP server for React Native development with Expo, offering automated code remediation, refactoring, testing, and analysis tools to accelerate development and enforce best practices.

Desmos MCP Server

Enables mathematical formula visualization and analysis through interactive plotting, formula validation, and symbolic computation. Supports both Desmos API integration and local matplotlib rendering for creating 2D mathematical graphs.

AstrBot MCP

Provides operational control and automation tools for AstrBot developers, enabling plugin debugging, configuration management, message sending, log monitoring, and bot restart capabilities through AI agents.

dpay-mcp

An MCP server for creating, settling, disputing, and refunding escrows on EVM chains.

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MCP Claude Spotify

An integration that allows Claude Desktop to interact with Spotify, enabling users to control playback, search music, manage playlists, and get recommendations through natural language commands.

@cryptoapis-io/mcp-prepare-transactions

MCP server for Crypto APIs Prepare Transactions product that builds unsigned EVM transactions for native coin, fungible token (ERC-20), and NFT (ERC-721) transfers.

aidemd-mcp/server

Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.

claude-usage-mcp

Reports your Claude subscription usage (5-hour and weekly limits) with a forecast and velocity recommendation, using Claude Code's existing OAuth session without requiring an API key.

MCP Basic Create Tool

A minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.

MCP Vision Relay

Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enabling text-only AI assistants like Claude to analyze images through relay calls. Supports local paths, URLs, and base64 image inputs with configurable models and output formats.

climate-risk-mcp-server

Provides AI agents with access to CO2 emissions data, climate projections, and risk assessments for heat, flooding, and drought, supporting ESG analysis and CSRD compliance.

MCP Autostarter

An intelligent MCP server that enables seamless restarting of Claude's MCP handler process without disrupting the UI, allowing for plugin reloading without closing the entire Claude Desktop application.

mcp-federated-data

Federated MCP server that joins relational metadata (MySQL) with timeseries values (InfluxDB) behind a single, LLM-friendly entity layer.

Airtable MCP Server

Enables complete interaction with Airtable databases through 16 CRUD operations including batch processing, schema management, and record manipulation. Designed for AI applications and n8n workflows with HTTP streaming support.

@suncreation/mcp-google-docs

MCP server for Google Docs, Sheets & Drive with full formatting support.

Azure Cost Management MCP

Integrates Azure Cost Management APIs via MCP, enabling cost queries, forecasts, budgets, and Advisor recommendations through natural language in compatible clients.

Bokicast MCP Server

An MCP server that visualizes bookkeeping elements like journal entries and T-accounts, enabling AI characters to autonomously teach and solve bookkeeping problems.