Discover Awesome MCP Servers

canary-mcp

A visual canary that detects context rot and silent model degradation in long agent conversations by embedding externally verified checkpoints and self-reported status into each response.

cisco-network-diagrams-mcp-server

Enables LLMs to search and retrieve official Cisco network diagram icons as RGB PNG images, with metadata and category listing tools for building topology diagrams.

mine_mcp

MCP server for Minecraft that manages map points, provides recipes and guides, and enables inspection/download of files and worlds via the exaroton REST API.

Ghost MCP

An MCP server for interacting with Ghost CMS blogs through AI assistants, supporting both read-only content and full admin operations.

firewalla-mcp

Enables natural language queries to Firewalla Gold for read-only network security monitoring, including alarms, devices, traffic flows, and system status via local API.

chatgpt-web-agent

Enables ChatGPT web to use local tools like file reading, command execution, and patch application through an MCP server over OpenAI Secure MCP Tunnel.

mcp_demo

A simple demo MCP server with a tool to add two integers and a resource to return a greeting.

Keenable MCP Server

An MCP server that enables web search and page content retrieval via the Keenable API, supporting search with filters and fetching clean markdown content from indexed URLs.

onx-mcp-server

Exploring the model context protocol by building an MCP server.

ROS & LLM Integration Bridge

Enables large language models to interact with ROS robots seamlessly, allowing natural language control, real-time sensor monitoring, and autonomous task execution without modifying existing robot code.

chronicle-mcp

A local MCP server that provides persistent, queryable memory for Crusader Kings II tabletop RP sessions, with tools to log and retrieve characters, timeline events, and tomes backed by plain JSON files.

Zendesk MCP Server

Enables AI agents to interact with Zendesk ticket data for customer support analysis and insights. It supports searching tickets by tags or keywords, retrieving ticket details, and analyzing agent performance and service trends.

mcp-server

MCP demo

Menhir

Provides coding agents with governed semantic memory and code-graph context via MCP, enabling code-linked recall, blast-radius impact analysis, and lifecycle-aware memory management.

Mnemosyne MCP

Provides persistent knowledge graph memory for AI agents with local semantic search using Neo4j and ONNX embeddings, enabling offline operation with zero API costs.

MCP Vulnerability Management System

A comprehensive system that helps organizations track, manage, and respond to security vulnerabilities effectively through features like vulnerability tracking, user management, support tickets, API key management, and SSL certificate management.

n8n-ops-mcp

Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, inspecting, triggering, validating, managing tags, running security audits, and safely editing n8n workflows with auto-backup and confirm gates.

reflect-mcp

Enables AI assistants to create notes, save links, append to daily notes, and manage knowledge graphs in Reflect via the Reflect Notes API, with OAuth2 authentication and token management.

Redmine MCP Server

Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, and files via the MCP protocol.

Job Matcher MCP

AI-powered job search and resume customization MCP server that automates job searching and tailors resumes for each role.

figma-bridge

An MCP server that bridges Claude to Figma, enabling read access via REST and full create/edit capabilities through the Figma Plugin API over a local WebSocket.

RepoPilot MCP Server

Enables interaction with indexed Python repositories through MCP tools for repository map, symbol search, file reading, and reference lookup.

FinanceMCP

Professional financial data MCP server integrating Tushare API, providing real-time financial data and technical indicators analysis for stocks, indices, funds, bonds, and cryptocurrencies across multiple markets (A-share, US, HK, crypto).

Loki MCP Server

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

MPT AP e PA: Certidão Negativa de Feitos

Enables querying official negative certificates (Certidão Negativa de Feitos) from the Brazilian Labor Prosecutor (MPT) for Amapá and Pará through a read-only MCP server.

FiftyOne MCP Server

Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.

@debugai/mcp

Enables AI agents to debug errors by providing root cause analysis and ranked fixes with code patches. Supports any MCP client.

rei-memory-mcp

Read-only MCP server that lets Claude/Rei query a curated SEED_KERNEL repository of over 1,677 theories via full-text search, ID lookup, or STEP metadata.

bookstack-mcp

HTTP MCP server enabling LLMs to search, create, read, update, and delete BookStack entities (books, chapters, pages, shelves) using API tokens.

deepseek-code-worker-mcp

Offloads expensive code reading, editing, and checking tasks to DeepSeek through Claude Code, saving Codex main-thread tokens by 40-60%.