Discover Awesome MCP Servers

zod-contract-mock-forge-mcp

An MCP server that turns Zod schemas into mocks, violations, and contract tests, enabling AI agents to reason about API contracts without manually crafting payloads.

Stockflow MCP Server

Provides comprehensive financial data and analysis tools using Yahoo Finance, including real-time stock data, historical data with technical indicators, options chains, and financial statements.

transit_functiongemma_mcp

Generates transit route information by routing user queries to MCP tools using a fine-tuned FunctionGemma model, relying on a fixed API for actual transit data and avoiding natural language generation beyond tool calls.

VoIPBin MCP Server

一个模型上下文协议服务器，使人工智能模型能够与 VoIPBin 的 VoIP 服务进行交互，支持呼叫管理、座席管理、营销活动、电话会议和聊天功能等特性。

OpenClaw MCP Server

Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport, enabling interaction between the two AI systems.

yellow-pages

Exposes two MCP tools (discover and execute) that enable agents to query an OpenAPI schema via natural language and execute matched API operations.

collab-mcp

Multi-AI collaboration MCP server enabling message passing, code review workflows, shared todo lists, and agent management with authentication and role-based access.

agentram-mcp

Provides persistent memory for AI agents via 10 MCP tools that map to the AgentRAM REST API, enabling store, retrieve, search, and share memories across personal and shared namespaces.

Proton Mail Bridge MCP

Professional Proton Mail management with 20+ tools, advanced analytics, and seamless Proton Bridge integration.

PopUI

一个桌面应用程序，作为 Claude Desktop 的辅助工具，实现与可视化 UI 元素之间的双向互动。它允许 Claude 在处理用户事件和反馈的同时，显示、读取和写入交互式界面。

MoonMCP

A scope-aware bug-bounty & reconnaissance MCP server that works out of the box on the Python standard library and augments itself with your favourite CLI tools when they're present.

DouYuSearcher MCP Server

A lightweight MCP server that allows querying and searching for Douyu live streaming room information by room ID or keywords, returning results in Markdown format.

victron-tcp

Connect AI assistants to Victron Energy systems to read real-time solar, battery, grid, and inverter data from your local network via Modbus TCP or MQTT.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

Vector Task MCP Server

A secure, vector-based task management server for Claude Desktop using sqlite-vec and sentence-transformers. It provides intelligent task tracking with semantic search capabilities to organize and retrieve development tasks efficiently.

mcp-server-swapy

MCP server for querying the Star Wars universe via the SWAPI API, providing access to characters, films, starships, vehicles, species, and planets.

Telegraph MCP Server

Enables AI assistants to create, edit, and manage Telegraph pages programmatically with support for Markdown content, templates, and page export/backup functionality.

mcp-vocabulary-trainer

A local multilingual vocabulary trainer with Leitner spaced repetition and MCP integration, enabling ChatGPT to manage vocabulary, domains, conjugations, and review schedules persistently.

MCPSS - Model Context Protocol Smart Server

MCP Smart Server

OpenViking MCP Server

Provides semantic search and tiered loading (L0/L1/L2) to access OpenViking context DB from Claude Code, saving tokens by loading only the needed detail.

LLM Toolshed MCP Server

An MCP server providing RAG and CAG capabilities for querying and augmenting BambiSleep knowledge base data.

legacy-web-mcp

Automatically crawl and analyze legacy web applications to generate documentation and modernization plans.

currency-exchange-mcp

Real-time currency exchange rates and crypto prices via MCP. Convert between 60+ fiat currencies and 30+ cryptocurrencies with multi-source failover. No API keys needed for upstream data.

Regression-JIRA Integration System

Enables intelligent analysis of regression test failures and automatic discovery of solutions in JIRA. Analyzes test logs using AI-driven algorithms and matches errors with relevant JIRA issues through natural language interactions.

a360-mcp

MCP server for Automation Anywhere Automation 360 Control Room that diagnoses bot execution failures by mapping errors to specific actions and providing actionable context.

Groww MCP Server

Enables interaction with the Groww trading platform to fetch portfolio data, get live stock quotes and historical market data, and place, modify, or cancel stock orders through natural language commands.

JSONPlaceholder MCP Server

Enables querying and managing the JSONPlaceholder API (posts, users, comments) through natural language via the Model Context Protocol.

mcp-server-anydoc

Local MCP server that converts PDF, Word, PowerPoint, Excel and more to Markdown on your machine, enabling coding agents like Claude Code and Cursor to read office files in the repo.

AWS PostgreSQL MCP Server

An MCP server allowing AI assistants like Claude to execute read-only SQL queries against AWS PostgreSQL databases, enabling data retrieval while preventing database modifications.