Awesome Mcp Servers

An MCP Server for pyATS (experimental)

eBPF agent and MCP server for GPU causal observability

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

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.

A Model Context Protocol Server for Home Assistant

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 670+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

AgenticShell

Claude MCP server to perform analysis on ROADrecon data

This repo hosts an MCP server for volatility3.x

MCP server and Claude Code plugin for self-hosted Immich: CLIP and OCR search, geographic albums, duplicates, people and faces, metadata repair, PDF photobooks. 94 tools, tested live on Immich 2.x and 3.x.

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

MCP server for spatial transcriptomics analysis through natural language interfaces.

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

Prior direction, kept rather than deleted. Signed, offline-verifiable receipts for AI agent actions, and a reference implementation of the OWASP Agentic Skills Top 10 AST09 receipt pattern. Nobulex is now the independent reliability registry for agent tools: github.com/arian-gogani/nobulex-registry

MCP server for Kaggle

Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

youtube transcriber mcp server

No description.

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

Zero-config domain availability MCP server for Claude & ChatGPT. Live pricing via Porkbun, premium/auction detection via GoDaddy, AI suggestions, RDAP/WHOIS fallback. Stdio + HTTP.

No description.

No description.

Building your AI organization: shared records and handoffs, plus a merge gate for AI-written code with signed, replayable attestation. Works with Claude Code, Codex, Cursor, and Gemini CLI.

MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next.

Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & light probes. File-based IPC, zero dependencies.

Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data programmatically.

MCP Server for Trino

🪛 Rust powered precision file tools for AI agents thats minimize context use: patch-based edits, kernel-enforced path confinement. Dramatically fewer tokens than naive read/write. MCP Server or embeddable, bring your own MCP (Rust, Python, Nodejs). Come with Skills.md (npx skills add ckanthony/Chisel)

Open infrastructure for AI agents to discover and pay each other

LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One line, zero code changes.

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

The Daisys mcp server

TickTick MCP for managing your To-Do using AI

MCP Server for Vulnerabilities API from NVD NIST

Python package of google sheet mcp

MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases

A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no signup.

AI SOC Security Threat analysis using MCP Server

A Streamable HTTP MCP Server for Memvid

FastMCP server for managing and testing webhooks via webhook-test.com API

Creative AI MCP server — 32 tools (18 free): image generation, upscaling, bg removal, mockups, CMYK, print-ready PDF, vectorization, watermarking, enrichment, provenance. Pay per call via x402/Stripe/GCX.