Discover Awesome MCP Servers

bybit-trading-mcp

Enables AI tools to execute trades and fetch market data across six crypto exchanges via natural language or API, with dual Telegram and MCP interfaces.

Conversion Service MCP Server

An MCP server for the PDF Tools Conversion Service that enables document conversion to PDF/A, standard PDF, merging, repair, and large file uploads.

GitGuardian MCP Server

Enables AI agents to scan projects for leaked secrets and manage security incidents using GitGuardian's comprehensive API. It supports automated secret detection, honeytoken creation, and remediation workflows to secure codebases without context switching.

mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

py-mcp-wiki-helper

MCP server to query a Git-hosted Wiki, offering tools to list, search, and read Markdown documents via Codex or VS Code.

DataImpulse MCP Proxy

Enables fetching public HTTP(S) pages through DataImpulse residential proxies with country, city, and session targeting, plus an exit IP check tool. Includes best-effort SSRF safeguards and response size limits for safe bounded access.

docwriter-mcp-server

A Model Context Protocol server for programmatic creation, modification, and compilation of structured LaTeX documents.

API Agent

Turn any API into an MCP server. Query in English. Get results—even when the API can't.

mcp-gcloud-adc-proxy

An auth proxy that forwards requests to remote MCP servers, attaching Google Cloud ADC tokens for authentication. It enables secure access to IAM-protected services like Cloud Run.

RevolutX MCP Server

Provides AI agents with tools to interact with the Revolut X crypto exchange for order management, market data, portfolio analysis, and more via the Model Context Protocol.

Calgary Open Data MCP Server

Enables AI assistants to search, explore, and query Calgary's open data portal using SoQL, with tools for dataset discovery, metadata inspection, and data querying.

wikimedia-image-search-mcp

Enables AI assistants to search for images on Wikimedia Commons, returning structured metadata and a composite thumbnail grid for visual comparison.

LLM API Benchmark MCP Server

Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

draft1-mcp

MCP server for generating and editing architecture diagrams from natural language or code, supporting formats like Terraform, docker-compose, Kubernetes, SQL, Mermaid, and PlantUML.

peek

Enables AI agents to drive a database viewer's interface via MCP, allowing them to open tables, run queries, and read results from the same workspace a human sees, with read-only enforcement.

nu_plugin_mcp

Runs MCP servers whose tools are ordinary Nushell closures, supporting stdio and Streamable HTTP.

Example MCP Server

A Node.js and TypeScript implementation that provides system information and health check tools for Claude Desktop. It serves as a boilerplate for building and integrating custom tools using the Model Context Protocol.

Enterprise Big Data Copilot

Enables natural-language queries on Trino big data platforms, generating validated, schema-aware SQL via RAG and local LLM inference, and exposes metadata, query, and profiling tools through MCP.

Korean DART MCP

Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity, XBRL, plus insider signals, accounting risk scores, and Buffett-style quality checklists, and converts HWP/PDF attachments to markdown for AI assistants.

mcp-elicitation-proxy

Let existing MCP servers ask for missing required tool arguments through MCP elicitation, without changing the upstream server.

autotest_iot

MCP server that exposes hardware automation tools (build, flash, serial capture, symbolization, relay control) for ESP32-S3 boards, with board-level concurrency locks and remote access.

Markitdown MCP Server

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

TubeAlfred MCP Server

Bridges MCP clients to the TubeAlfred YouTube API, enabling tools for video details, transcripts, comments, search, and channel info.

project-knowledge-mcp

A cross-project knowledge graph for MCP that maps features across mobile, backend, and admin codebases, giving AI agents full-stack context.

1、前言

MCP Server 示例

Vibetest Use

An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.

Validator Ai MCP

An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

lunchmoney-mcp-server-oauth

Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabling Claude to access transactions, budgets, and more on mobile, web, and desktop.

Ableton DJ MCP

Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.