Awesome Mcp Servers

AgenticShell

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

MCP server for spatial transcriptomics analysis through natural language interfaces.

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

MCP server for Kaggle

Credit scores for AI agents. Every action builds a verifiable track record. The accountability primitive for AI agents.

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

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.

Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, persist WorkPaper JSON, and expose MCP tools.

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

youtube transcriber mcp server

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.

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.

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

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.

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

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.

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.

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

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

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

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

🪛 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)

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

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

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

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.

AI SOC Security Threat analysis using MCP Server

A Streamable HTTP MCP Server for Memvid

Open infrastructure for AI agents to discover and pay each other

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

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

An MCP server to interact with the UCSC Genome Browser API

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.

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.

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.

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

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

Historical AWS analysis CLI; not a current Cyntrisec product

No description.