Discover Awesome MCP Servers

mcp-tools-server

A general-purpose MCP server with utility tools including datetime information, safe math calculations, text statistics, JSON extraction, knowledge base search, and HTTP GET requests. It demonstrates server-side MCP implementation and can be connected to Claude Desktop or LangGraph agents.

MCP DeepSeek 演示项目

deepseek 结合 mcp 场景，最小用例，包括 client and server

SpidexLab's Multi-Tenant Browser MCP

Enables multiple autonomous agents to concurrently control separate tabs in a single Chrome instance, with features like semantic search and network monitoring.

Haloscan MCP Server

A Model Context Protocol server that exposes Haloscan SEO API functionality, allowing users to access keyword insights, domain analysis, and competitor research through Claude for Desktop and other MCP-compatible clients.

Samsung Health MCP

Read your Samsung Health CSV/ZIP exports — activity, sleep, heart, stress — locally. It is a local-first MCP server that keeps your tokens on your machine.

MCP Sentry Analyzer

Integrates Sentry error monitoring with AI-powered analysis to automatically capture frontend JavaScript errors and provide intelligent repair suggestions through multiple AI models including OpenAI, Claude, and Gemini.

MCP Associative Memory Server

Enables storing, searching, and discovering knowledge connections using associative memory, with semantic search, hierarchical organization, and cross-environment sync.

Dingo MCP Server

Dingo MCP Server

Collective Brain MCP Server

Enables teams to create a shared knowledge base where members can store, search, and validate information collectively. Provides semantic search across team memories with granular permissions and collaborative verification features.

linear-mcp

A Model Context Protocol server that enables interaction with Linear workspaces to manage issues, projects, cycles, and teams through a GraphQL interface. It provides 21 tools for comprehensive task management, search, and workflow coordination using OAuth2 authentication.

qodev-gitlab-mcp

A Model Context Protocol server for GitLab integration, enabling AI assistants to manage projects, merge requests, pipelines, issues, releases, and more.

dbecho

An MCP server that gives AI agents direct read-only access to PostgreSQL databases, enabling natural language analytics through tools for schema exploration, querying, trend analysis, and data quality checks.

ras-commander-mcp

Enables querying HEC-RAS project information, geometry elements, plan results, and compute messages through natural language, allowing interaction with hydraulic modeling projects.

Civic Data MCP Server

Provides access to 7 free government and open data APIs including NOAA weather, US Census demographics, NASA imagery, World Bank economics, Data.gov, and EU Open Data through 22 specialized tools, with most requiring no API keys.

Casper MCP Server

Enables AI agents to interact with the Casper Network through six tools including account balance, agent registry, transaction status, transfers, and DeFi pools, using the Model Context Protocol.

FishClaw MCP

An MCP server that automates Xianyu marketplace operations through Playwright, allowing users to manage listings and conduct market research via natural language. It features integrated tools for generating AI-powered product descriptions and cover images using DashScope.

elite-dangerous-mcp-server

A Model Context Protocol (MCP) server for Elite Dangerous that provides tools to query game data and assist with trading, exploration, and other activities in the Elite Dangerous universe.

capcut-mcp

An MCP server that enables AI assistants to automate CapCut Pro video editing, including creating drafts, adding media, text, effects, and keyframes, with support for both local and remote connections.

sfc-data-mcp

MCP server that wraps SFC financial data API into 32 tools for comprehensive A-share market data, including real-time quotes, rankings, limit-up statistics, news, themes, financials, charts, research reports, and watchlists.

mcp-mcpmarket

Enables discovery and automatic installation of MCP servers via mcpmarket.com integration. Searches repositories, scrapes GitHub READMEs for configuration details, and provides one-click installation to MCP clients.

MCP Host RPC Bridge

A server that bridges MCP tool calls to JSON-RPC function calls over socket connections, allowing external applications to expose functions as MCP tools.

MCP Walkthrough

Enables AI agents to present interactive code walkthroughs with voice narration, opening files, highlighting code, and showing inline explanations with synchronized text-to-speech.

Strava MCP Server

A TypeScript server that acts as a bridge to the Strava API, enabling LLMs to access users' activities, routes, segments, and athlete data through natural language interaction.

Math & Calculator MCP Server

Provides advanced mathematical utilities including basic arithmetic, statistical analysis, unit conversions, quadratic equation solving, percentage calculations, and trigonometric functions for AI assistants.

🤖 mcp-ollama-beeai

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

github-mcp

Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap, trending-mcp) as MCP tools with React widgets for repository health analysis, comparison, commit activity visualization, and trending MCP servers.

Arkon

Self-hosted enterprise knowledge hub that compiles organizational docs into a structured wiki and serves it to AI clients via MCP with fine-grained access control.

Rohlik MCP

Enables AI assistants to interact with Rohlik Group's online grocery delivery services across multiple countries, including product search, cart management, and account info.

ecommerce-mcp-server

Enables AI agents to search products, lookup barcodes, and manage shopping carts and wishlists using free e-commerce APIs.