Awesome Mcp Servers

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

Remote approvals, policy checks, and execution evidence for unattended AI agents.

MCP server for browser automation using Playwright

🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no database, nothing running on the machines it watches. MCP server built in.

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

MCP Interface for Video Jungle

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

(S)AGE - (Sovereign) Agent Governed Experience

🔥 Model Context Protocol (MCP) server for Firebase.

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.

MCP Server for Wazuh SIEM

🔎 A MCP server for Unsplash image search.

Wireshark-MCP，Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

A Model Context Protocol (MCP) server for interacting with Twitter.

Model Context Protocol server to run commands (tool: `runProcess`)

MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering.

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

A simple MCP integration that allows Claude to read and manage a personal Notion todo list

A MCP Server for the RAG Web Browser Actor

MCP server providing access to the comprehensive OpenNutrition food database with 300,000+ food items, nutritional data, and barcode lookups

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

Native Safari browser automation for AI agents. 98 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis

Tool to work with arXiv, provide LLM with ability to search and read papers from there

Dockerized MCP Server to allow your AI agent to access any API with existing api docs

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务

No description.

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

MCP Server connecting to Perplexity Comet browser

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

MCP server for searching and querying PubMed medical papers/research database

No description.

A Model Context Protocol server for MySQL database operations

MCP Server for AI Summarization

No description.

Docker Hub MCP Server

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

Deep Research for crypto - free & fully local

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.