Awesome Mcp Servers

This repo hosts an MCP server for volatility3.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.

MCP server for Kaggle

Credit scores for AI agents — signed, offline-verifiable receipts for every action. Reference implementation of the OWASP Agentic Skills Top 10 (AST09) bilateral receipt pattern. Open source, MIT.

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

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

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.

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

youtube transcriber mcp server

No description.

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.

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.

No description.

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.

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.

The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.

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

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.

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

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

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)

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

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.

MCP Server for Vulnerabilities API from NVD NIST

The Daisys mcp server

TickTick MCP for managing your To-Do using AI

Python package of google sheet mcp

Open infrastructure for AI agents to discover and pay each other

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

Memory system for autonomous agents - built by an agent, for agents

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

An MCP server to interact with the UCSC Genome Browser API

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.

Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.

A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.

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.

ARGENTUM core — karma economy for agents and humans

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

Historical AWS analysis CLI; not a current Cyntrisec product