Discover Awesome MCP Servers

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

vision-router-mcp

Enables AI agents to analyze images via user-configured cloud vision APIs (Gemini or OpenAI-compatible), returning structured results such as summaries, OCR text, and objects.

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.

servicedesk-plus

MCP server for ManageEngine ServiceDesk Plus that lets AI agents list, search, create, update, and manage help desk tickets and technical notes in real-time.

Bloghunch MCP Server

Connects AI assistants to Bloghunch publications for automating content creation, analytics, and distribution.

Mnemograph

A persistent, event-sourced knowledge graph MCP server for AI coding agents that enables semantic search, tiered context retrieval, and git-based version control of AI memory.

everos-mcp

Connects Claude Code to a local EverOS instance for searching and storing long-term memory, keeping data entirely on your machine.

Model Context Protocol Multi-Agent Server

Demonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.

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.

IntelliGrid EnergyPlus MCP Server

Exposes EnergyPlus building simulation tools as MCP endpoints, enabling LLMs to run closed-loop energy optimization while maintaining occupant comfort.

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.

junglescout-mcp

MCP server for the Jungle Scout Cobalt/Developer API, enabling keyword research, ASIN analysis, product discovery, sales estimates, and share of voice queries for Amazon sellers.

Interviewer MCP

A technical interviewer that ingests GitHub repos, teaches you your own code, and conducts mock interviews with persistent memory of your weak spots.

MCP Vale Server

A server that integrates Vale style and grammar checking into AI assistants via the Model Context Protocol, enabling text linting and status checks.

pin-the-protocol

A verifying MCP gateway that pins approved tool manifests and skill files to content addresses, blocking tampered descriptions before they reach model context.

Trainzilla MCP

Trainzilla MCP connects Claude to your Trainzilla coach account, turning your client roster, programming, and habit tracking into something you can manage conversationally. Built for fitness coaches running their practice on Trainzilla, it lets Claude pull up client profiles and metrics, build and review workout and diet plans, create and assign habits, run quick calculations (TDEE, macros, 1RM),

fuxam-student-mcp

Enables local MCP clients to explore a student's Fuxam modules, learning units, progress, schedule, and semester options, and to plan, compare, and check proposed course sets for conflicts.

remoote-mcp

Enables AI agents to search and explore remote job listings, salary stats, and popular roles, and supports token-authenticated actions like job alerts and apply redirects.

MCP Decoy Server

A deception-based threat detection server that impersonates enterprise MCP integrations to log and forward attacker interactions to SIEM systems. It provides convincing fake responses across 38 tools while capturing forensic details of all MCP tool calls.

n8n-MCP

Provides AI assistants with comprehensive access to n8n's 525+ workflow automation nodes, including documentation, properties, operations, and 2,500+ templates. Enables creating, validating, and managing n8n workflows through natural language.

Geektastic MCP Server

A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabling management of statblocks, campaigns, lore entries, and adventure modules through MCP clients.

LibSQL Memory

Um servidor MCP de alto desempenho que utiliza libSQL para memória persistente e capacidades de pesquisa vetorial, permitindo o gerenciamento eficiente de entidades e o armazenamento de conhecimento semântico.

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.

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.

QuantContext

QuantContext turns plain-English strategy descriptions into executable quant research by screening stocks, backtesting, and performing factor analysis using real market data.

mcp-streamable-http

A step-by-step guide and complete working example for building and running an MCP server with streamable HTTP transport using Python, mcp, and FastAPI, enabling AI assistants to access tools over HTTP.

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.