Discover Awesome MCP Servers

screen-use

Enables AI agents to see, locate UI elements, and operate any Windows desktop app through natural language, using accessibility-tree matching with optional vision-model fallback, plus an autonomous visual loop with introspection and meta-learning.

clawspace

Bootstrap a production-grade OpenClaw agent workspace with memory system, config validation, and templates. Exposes tools like setup_workspace, validate_config, list_templates, and get_optimization_advice via MCP.

Autotest AI MCP Server

Enables AI agents to manage Autotest AI projects, screens, test cases, and test runs through natural language commands.

Personal Cronometer MCP

Enables MCP clients like Codex and Claude Code to securely read and manage a personal Cronometer account, including food logs, nutrient summaries with missing-data awareness, food search, biometrics, and export analysis.

Sentiment_Alpha_v1

Deterministic Risk Oracle for DeFAI Agents.

langfuse-mcp-java

Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

MCP Server on Cloudflare Workers

A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.

MyMCP

Dynamically converts any OpenAPI v3 specification into a fully-functional Model Context Protocol (MCP) server.

PDF Document MCP Server

A local document processing toolkit for AI agents that extracts text, converts PDFs to Markdown, merges files, extracts tables, and summarizes documents without external API dependencies.

MCP Server Kalshi

A Model Context Protocol (MCP) server for the Kalshi prediction market trading platform. It provides automated access to market data, order management, and portfolio operations through Kalshi's REST API.

MCP Code Review Server

A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.

LINDAS MCP Server

Enables LLMs to query structured statistical data from the Swiss Federal Archives' Linked Data platform (LINDAS) by translating natural language questions into SPARQL queries against RDF data cubes.

@lifeng688/anki-mcp

MCP stdio server for controlling local Anki via AnkiConnect. Enables LLMs to manage Anki decks and notes through a standardized tool interface.

Junipr MCP Server

Enables AI assistants to capture webpage screenshots, generate PDFs from URLs or HTML, and extract rich metadata like Open Graph and JSON-LD data. It provides tools for web-to-image/PDF conversion and structured data extraction through the Junipr API.

readonly-mcp-server

A read-only MCP server with configurable transport (stdio or HTTP+SSE), API key authentication, and scope-based authorization for read and search operations on documents.

Signal Desk MCP

Enables ChatGPT to list, create, update, pause, resume, and delete monitoring items in Signal Desk via OAuth-protected MCP tools, with support for periodic execution and Web Push notifications.

vision-mcp

A lightweight MCP server that provides vision capabilities to text-only models like Claude Code and Codex by forwarding images to an OpenAI-compatible multimodal model, offering tools for image analysis and OCR.

safe-oas2mcp

A safe gateway to convert OpenAPI specs into MCP tools with secure defaults, risk inspection, and confirmation gates.

Newsletter Generator

Generates structured newsletters with 8 sections using AI and provides NLP analytics such as word count, reading time, sentiment, and keywords.

devbelt-mcp

An MCP server that bundles 53 online utility tools (164 capabilities) for AI assistants, covering JSON processing, encryption/decryption, code formatting, text conversion, unit conversion, network queries, QR/barcode generation, and reference lookups via natural language calls.

mysql-mcp-server

Enables natural language querying of MySQL databases via Claude Code, allowing SELECT queries, table listing, and schema inspection.

Shopmium MCP Server

A custom MCP server that provides high-level tools for controlling Shopmium and Quoty apps on Android emulators, allowing for automated app navigation, interaction, and testing without needing to handle low-level implementation details.

animai

Enables AI agents to search for and fetch pre-vetted, production-safe 3D and motion components (React Three Fiber & GSAP) for injection into Next.js apps via AST-safe edits.

leekwars-mcp-encyclopedia

A standalone MCP server for read-only encyclopedia search and retrieval of Leekwars game knowledge, providing domain-aware tools to search and retrieve pages about chips, weapons, effects, and game mechanics.

PostgreSQL Remote Cloudflare MCP Worker

A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for PostgreSQL databases, allowing AI assistants like Claude and Cursor to interact with PostgreSQL databases through natural language.

Kali Linux MCP Server

Provides access to Kali Linux security tools through a Docker container, enabling penetration testing and security assessments via MCP-compatible clients.

Twitter MCP Server

Enables LLM agents to interact with Twitter (X) for searching tweets, posting content with images, analyzing engagement, and extracting topics using the Twitter API.

vectordb-mcp

Local RAG system that ingests documents into a vector database using FAISS and SQLite, then enables Claude to search over them via MCP tools, all running locally with no API key required.

MCP Shamash

Enables security auditing, penetration testing, and compliance validation with tools like Semgrep, Trivy, Gitleaks, and OWASP ZAP. Features strict project boundary enforcement and supports OWASP, CIS, and NIST compliance frameworks.