Discover Awesome MCP Servers

Multi-Agent Council Review

Orchestrates multiple LLM agents to perform parallel code review, then synthesizes and votes on suggestions to rank improvements by consensus.

agora-mnemo

mnemo — an MCP server for agent memory with a first-class correction & erasure channel (revert, lineage-aware retraction, tamper-evident deletion receipts). Zero dependencies, 12 tools over stdio

Cisco NSO MCP Server

Enables AI-powered network automation through natural language interactions with Cisco NSO, providing access to device management, configuration retrieval, sync operations, and service orchestration via the RESTCONF API.

ChatGPT Delegate

Enables Codex to delegate deep research, PRD drafting, design thinking, and current-information lookups to ChatGPT Web/App via a local MCP connector, saving Markdown results to the filesystem.

agent-kb

A local-first knowledge base for LLM coding agents that indexes repository documentation, concept ontology, and build targets into Qdrant and exposes retrieval as MCP tools (search, get, list sources, reindex).

Remote MCP Server on Cloudflare

Cloudflare Workers에서 실행되는 모델 컨텍스트 프로토콜(Model Context Protocol, MCP) 서버 구현입니다. OAuth 로그인을 지원하며, Claude 및 다른 AI 모델이 MCP 표준을 통해 도구에 접근할 수 있도록 합니다.

AppSignal MCP Server

The official AppSignal MCP Server

SportsQuant MCP Server

Provides AI agents with professional-grade tools for expected value calculation, Monte Carlo predictions, historical backtesting, and portfolio risk management in sports betting.

Brutalist MCP

Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI agents to provide direct, honest technical feedback on code, architecture, and ideas.

RViz Map Image MCP

Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and provides tools for map metadata, coordinate conversion, corner goal finding, and Nav2 navigation commands.

agrasandhany

Turns local plain-text notes into searchable long-term memory for AI agents through the MCP protocol.

CoinBucha

Signal-first Bitcoin intelligence over MCP — sovereign adoption, hiring velocity, and network hashrate as leading, non-price signals with strength, direction, rationale, and primary sources. Information, not financial advice.

noggin

Local-first knowledge base that ingests activity from Slack, GitHub, agent sessions, and CLI, stores provenance in SQLite, and exposes the brain via MCP, CLI, Slack, and dashboard for recall and skill proposals.

windows-terminal-mcp

MCP server allowing LLMs to execute commands on Windows terminals, including local shells (cmd, PowerShell, bash) and remote SSH connections with a 3-level security model.

vectorlane

Provides a local vector memory store for AI agents with semantic search, offline embeddings, and MCP integration, enabling tools like Claude and Cursor to store and retrieve information without cloud dependencies.

f1-latest-cn-mcp

Enables AI assistants to query the latest F1 news from the official F1 website in real-time, with pagination support and automatic Chinese translation.

google-calendar-mcp

Enables Claude to read, create, update, and delete Google Calendar events directly through natural language.

Vibe Testing

Code-aware browser testing agent — reads your codebase, understands functionality, tests every element, reports with screenshots. Works as MCP server for Cursor/Claude Code or standalone CLI.

Podcast Ingestion Core MCP Server

Exposes podcast ingestion operations (listing, downloading, transcribing, summarizing, and searching) as MCP tools, with both stdio and HTTP transport, supporting multiple podcasts via configuration.

Spotify MCP Server

Provides tools for searching, controlling playback, and retrieving content from the Spotify Web API.

mcp-sejm-proces

Enables searching Polish parliamentary prints and retrieving the full legislative process history, including links to final legal acts, via the official Sejm API.

MCP API Tools

FastAPI server with Google Gemini AI integration that provides auto-routing to multiple tools including weather, news, web search, dictionary, and quotes APIs through natural language prompts.

desk

Provides multi-agent equity research for US markets with provenance-backed financial data from SEC EDGAR, technicals, macro, and Alpaca paper trading, enforcing risk limits and journaling theses.

howitalk

Provides a local MCP server that distills your chat history into a personal communication profile and decodes messy messages into explicit prompts for any MCP client.

band-bridge

Enables AI frontends to read Xiaomi Smart Band 10 Pro health data (heart rate, sleep, steps, battery) and send haptic notifications to the wrist via the knock tool.

@career-now/mcp

Enables AI agents to search and explore a large database of tech job listings with filtering options.

MCPAuthFuncapp

A secure Model Context Protocol backend service built on Azure Functions that provides authenticated access to Microsoft Graph API. It leverages Azure Active Directory and APIM to enable secure tool discovery and user context management through the OAuth On-Behalf-Of flow.

google-jules-mcp-server

Unofficial MCP server for Google's Jules AI coding agent that lets AI assistants create and manage asynchronous coding tasks through the Jules API v1alpha.

CCXT MCP Server: Empowering AI Trading Strategies

CCXT MCP 서버는 모델 컨텍스트 프로토콜을 통해 AI 모델과 암호화폐 거래 사이의 간극을 메워줍니다. 자동화된 거래 전략을 강화하기 위해 만들어진 이 도구는 Claude 및 GPT와 같은 AI 어시스턴트가 사용자가 코드를 작성할 필요 없이 100개 이상의 암호화폐 거래소와 직접 상호 작용할 수 있도록 합니다.

MoodlIA MCP Server

Enables LLM agents and automation tools to interact with Moodle through a permission-checked MCP endpoint, covering courses, activities, question banks, enrolments, and administrative operations via 240 external functions.