Discover Awesome MCP Servers

RLM MCP Server

Enables any LLM to process arbitrarily long contexts through recursive decomposition, without requiring external LLM APIs.

Open Personality MCP Server

Creates and manages personality profiles using a 12-facet model based on 33 academic frameworks, stores them as OpenClaw-compatible SOUL.md/IDENTITY.md, and supports progressive profiling with confidence tracking.

DeepAnalyze MCP Server

Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities through MCP tools, including multi-round reasoning, code execution, and file operations.

job-search-mcp

An MCP server that retrieves resume/experience evidence relevant to a job description via vector RAG, and tracks fit-analysis results in a configurable tracking store (Notion or SQLite), with tools like match_job, push_to_tracker, and list_applications.

Zypin MCP

A lightweight MCP server for browser automation using Playwright with essential tools for navigation, form interaction, and web scraping. Provides 16 core browser automation tools with minimal setup and fast performance.

@jingjingbox/mcp-cli-bridge

Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management and file reading capabilities.

Clangaroo

Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.

apollo-cache-copilot

MCP server for diagnosing Apollo InMemoryCache normalization defects, providing cache analysis and repair planning tools for React Native apps.

Berlin-Search-Service

A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.

Git Workflow Automation MCP Server

Provides automated Git workflow tools for committing, creating pull requests, and merging with proper GitHub authentication handling. Supports complete Git workflows from commit to merge with dry run capabilities and conventional commit formatting.

mcp-jp-paid-leave

Enables MCP-capable clients to calculate Japan's statutory annual paid leave (nenkyu) under the Labor Standards Act, including entitlement, attendance rates, proportional grants, carryover, and the mandatory-use rule.

mcp-macos-cua

Enables AI agents to control macOS desktop apps via screenshots, mouse clicks, keyboard input, accessibility queries, and AppleScript.

Zerodha Kite MCP Server

Enables Claude to access a Zerodha trading account for historical candles, weekly/monthly zone levels and CPR pivots, EMA crossover detection, and option chain data.

linkedin-mcp-server

Local-first MCP server using LinkedIn's official OAuth and REST APIs to connect a member account, read profile, and publish text posts.

Google Sheets MCP Server

Enables Claude to read, write, append, and clear data in Google Sheets directly using a Google Cloud Service Account. It provides tools for real-time spreadsheet interaction, including fetching sheet metadata and managing cell ranges through simple commands.

Skill Shelf

Enables AI agents to search, browse, install, and manage a large library of skills via only 7 MCP tools, with skills stored locally and loaded on demand to minimize context overhead.

Gerrit MCP Server

An MCP server that enables language models to query and manage Gerrit code reviews via the REST API.

google-flow-mcp

Self-hosted MCP server for Google Flow that enables image and video generation, upscaling, and character consistency through your own Google account.

CodeCompass

Helps developers tackle legacy codebases by giving AI coding assistants context through Qdrant vector store and Agentic RAG with Ollama or DeepSeek.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright for web automation tasks like navigation, typing, clicking, and screenshots, deployed as a Cloudflare Worker.

MCP Atlassian

Integration server that connects AI assistants to Atlassian products (Confluence & Jira), enabling natural language interactions for searching content, managing issues, creating documents, and updating project information.

io.github.CSOAI-ORG/coppa-ferpa-mcp

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

Youtube Vision MCP

Servidor MCP (Protocolo de Contexto del Modelo) que utiliza la API Google Gemini Vision para interactuar con videos de YouTube. Permite a los usuarios obtener descripciones, resúmenes, respuestas a preguntas y extraer momentos clave de videos de YouTube.

zcode-cdp

An MCP server that enables AI coding agents to take over a real, already-logged-in Chrome via CDP, with port lease, watchdog, and state-machine governance for concurrency and stability.

open-compute-mcp

Model-agnostic computer-use tools over MCP, enabling screen capture and automated actions (click, type, scroll) via natural language tool calls.

KeyStack

Local dashboard and MCP server that maintains a live project registry and skill library, enabling coding agents to pull project context and automatically update status, stack, and next steps.

Linear MCP Server

Enables AI agents to manage Linear workspace resources such as issues, projects, teams, cycles, and comments via Streamable HTTP MCP, with LLM-optimized tools and batch operations.

images-handler

MCP server that grants text-only LLMs like DeepSeek the ability to 'see' images by leveraging a Cursor agent to convert images into text descriptions.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

Benchhand

A durable, cross-platform development MCP server providing managed Git worktrees, bounded file operations, atomic writes, deterministic patches, and durable operation state. It gives MCP clients a reliable development control plane that survives restarts and enforces precise mutation contracts.