Awesome Mcp Servers

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.

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.

🔎 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.

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.

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

No description.

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.

Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

No description.

A Model Context Protocol server for calculating.

Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP server for Cursor, Claude Code & Windsurf. Offline, no API keys.

No description.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.

AlibabaCloud CloudOps MCP Server

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

No description.

Yandex Tracker MCP Server with OAuth2 support

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

MCP Server for Chronulus AI Forecasting and Prediction Agents

MCP Server for Alpha Advantage API

No description.

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

openai websearch tool as mcp server

Let Claude manage your tastytrade portfolio.

Lossless storage and search for AI agent sessions, across every agentic client.

MCP Server for Hackernews

Data Analysis With Vibes

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

emem is the machine-maintained, external memory of our physical world a.k.a. Satellites for AI.

A Model Context Protocol Server for Home Assistant

MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules

No description.

A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.

Send system notification when Agent task is done.

An local mcp server for interacting with Apple Notes via LLM.

No description.

TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

IP Geolocation Server for MCP using ipinfo.io

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

MCP server for interacting with EntraID through Microsoft Graph API.

No description.