Browse 32,723 community-built MCP servers
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clustering. AI-native via MCP tool surface and relay bridge. Fully client-side, no backend required.
A comprehensive MCP server providing tools to search, retrieve, compare, and analyze clinical trial data from the official ClinicalTrials.gov API v2, including patient eligibility matching and trend analysis.
MCP (Model Context Protocol) Server. Capable of controlling and pulling from Cursor IDE, powering development workflows.
SeekCode is a code snippet and clipboard management tool that provides an MCP server for AI assistants to securely access and automate snippet organization and clipboard history.
Set up and interact with your unstructured data processing workflows in Unstructured Platform
A comprehensive MCP server for Attio CRM that provides full coverage for managing deals, tasks, people, and companies through natural language and automated workflows.
A dedicated workspace MCP server that provides Claude with specialized tools to record, retrieve, and analyze structured reasoning steps during complex problem-solving tasks.
A secure shell command execution server that allows AI models to interact with local systems through a controlled environment with command blacklisting and validation.
An enhanced Neo4j-based knowledge graph memory server that provides temporally-aware entity relationship tracking and asynchronous parallel memory processing.
A comprehensive MCP server for managing and exploring Navidrome music libraries, featuring AI-powered playlist creation, global radio discovery, and synchronized lyrics integration.
MCP (Model Context Protocol) Server. Integrates with Better-Auth to simplify authentication processes.
ArifOS — AAA MCP-governed constitutional kernel for AI agents.
MCP (Model Context Protocol) Server. Provides direct access to OpenStreetMap geospatial data through SQL queries, enabling location-based analysis and extraction of structured information about geographic features from the complete OSM dataset.
A comprehensive Binance market data interface for AI agents, providing tools for real-time price tracking, candlestick charts, order book depth, and historical trade statistics.
A comprehensive MCP server that bridges WhatsApp Web with AI models, enabling automated messaging, media handling, contact management, and group chat administration through standardized protocol interfaces.
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
A versatile Text-to-Speech MCP server for Claude Desktop and Cursor that provides high-quality voice synthesis via macOS system voices, ElevenLabs, Google Gemini, and OpenAI APIs.
Open-source AI memory layer for LLM agents. Importance scoring, temporal decay, hierarchical memory (facts, summaries, themes), YMYL prioritization, and active retrieval with contradiction detection. Supports OpenAI, Anthropic, Ollama. Local-first with SQLite + FAISS.
Autonomous offensive security platform — 6-container Docker stack, real-time web dashboard, AI-driven 9-phase attack pipeline, 35+ tools. Multi-provider AI (OpenAI, Anthropic, Ollama, Grok) with MCP tool server, nftables VPN kill switch, Metasploit RPC, KasmVNC remote browser, and pre-built VM images. For authorized red team ops.
MCP (Model Context Protocol) Server. Provides secure access to Autodesk Platform Services API for architecture, engineering, and construction workflows, enabling interaction with projects, documents, and construction issues through a Node.js-based server with fine-grained access control.
MCP server for the Cloudflare API
A FastMCP server that enables image generation by connecting to a remote ComfyUI instance, allowing users to trigger workflows and optionally enhance prompts via Ollama.
A framework and MCP server that standardizes LLM prompt enhancement through a composable decorator system, allowing users to control AI behavior with annotations like +++Reasoning or +++OutputFormat.
A runtime intelligence and debugging system for MCP servers that provides static analysis, protocol validation, and sandboxed testing to ensure tool safety and reliability.
Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and DNS resolve.
A specialized MCP server for Kong Konnect that enables AI assistants to manage API gateway configurations, query traffic analytics, and monitor control plane health.
A powerful MCP server for fetching web content and transforming it into various formats including HTML, JSON, Markdown, and plain text using JSDOM and Turndown.
A comprehensive educational repository focused on building and deploying agentic AI systems, featuring implementations of LangGraph, CrewAI, and MCP integration.
- MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL
A vision-enabled MCP server that provides image analysis capabilities to non-visual models using GLM-4.6V, DeepSeek-OCR, Qwen3-VL, and Doubao models.