Discover Awesome MCP Servers

Shift MCP Server

A lightweight coordination layer for multiple AI agents working on the same codebase, providing check-in and check-out tools via STDIO or Streamable HTTP.

rust-mcp-tutorial

Saya mencoba server MCP dengan Rust.

github-issue-tracker

A simple MCP server built with MCPize providing hello and echo tools for demonstration purposes.

TogoMCP

An MCP server that gives AI assistants access to biological and biomedical RDF databases via SPARQL at the RDF Portal, as well as selected REST APIs (NCBI E-utilities, UniProt, ChEMBL, PDB, Reactome, Rhea, MeSH, and more).

Change Risk Assessor MCP Server

Assesses code change risk with ultra-low token budget (50-100 tokens) and provides structured risk metadata for AI agents in IDEs.

aigc-humanizer-zh

MCP server for detecting AI writing patterns in Chinese academic text and providing rewrite guidance to reduce AIGC detection rates.

Code-MCP

Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

google-analytics-mcp

A powerful Model Context Protocol (MCP) server that provides comprehensive Google Analytics 4 (GA4), Google Search Console (GSC), and Google Merchant Center (GMC) integration for Claude Desktop and other MCP clients.

apifable

MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

voyager-mcp

A Voyager-inspired MCP server that enables coding agents to build and immediately use CLI tools without restarting sessions.

wems-mcp-server

A powerful MCP server that connects AI assistants to authoritative natural hazard data sources, enabling monitoring of earthquakes, tsunamis, volcanoes, and solar events with configurable alerts and webhooks.

MCP RAG Agent

Enables hybrid search over policies using Reciprocal Rank Fusion and provides grounded, context-aware answers via a LangGraph agent with COSTAR prompting.

Diff AI MCP

Diff AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

figma-to-markdown-mcp

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

Ai Doctor Api Ai Medical Chatbot Healthcare Ai Assistant MCP Server

Provides access to an AI medical chatbot API for healthcare assistance, enabling natural language interactions such as neurosurgery queries.

proxmox-mcp

MCP server for full Proxmox VE management - VMs, containers, storage, backups, networking.

vyuha

Vyuha is an MCP server that enables coding agents to collaborate on a repository by providing tools for ticket creation, worktree management, code review, and staged deployment, all from local files.

arcep-eligibility-mcp-server

Query ARCEP eligibility API to check fixed-line and mobile telecom eligibilities for a given address in France.

jira-cli-mcp

MCP server that wraps the jira-cli command-line tool to enable AI assistants to interact with Jira.

mcp-server-freesearch

A free search MCP server powered by SearXNG, offering various search types without requiring an API key.

Penpot MCP Server

Enables AI assistants to access and retrieve Penpot boards and design tokens.

VeChain MCP Server

Enables interaction with the VeChain blockchain network, providing access to documentation search, Thor REST API queries for accounts/transactions/blocks, and wallet management with cryptographic signing capabilities for both Mainnet and Testnet.

final-approval

Human-in-the-loop approval gate for AI agents. Your agent calls submit_approval before any irreversible action; a human reviews on a branded page; a signed webhook fires back with the decision.

figma-mcp-go

Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content.

Faust MCP Servers

A set of MCP servers that compile, render, or play Faust DSP code, enabling offline analysis, real-time playback, and browser-based audio processing.

Facebook Insights Metrics v23

Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP tools and resources. Features intelligent fuzzy search capabilities and real-time metric discovery for comprehensive Facebook analytics data.

paean-dex-mcp

DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and Solana (Jupiter) for AI agents, with privacy-first design and read-only mode.

Notion MCP Server

Auto-generated server that enables interaction with Notion's API through the Multi-Agent Conversation Protocol (MCP), allowing users to programmatically manage Notion workspace content through natural language.

JIRA MCP Server

Enables natural language interaction with JIRA through MCP, providing 35 tools for issues, comments, transitions, projects, boards, sprints, epics, links, worklogs, versions, attachments, users, and fields.