Browse 30,456 community-built MCP servers
A robust MCP server for accessing Dropbox that enables file browsing, metadata retrieval, and intelligent text extraction from PDFs, DOCX, and code files.
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.
Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per request.
Enables intelligent querying of keyboard shortcuts for various operating systems, desktop environments, and applications using natural language. Supports multi-platform shortcuts including system functions, desktop apps like Firefox and VS Code, and CLI tools like tmux and vim.
A powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.
MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
An MCP server providing programmatic access to a Vertica database instance, supporting both stdio and HTTP transports for integration with LLM clients. It features a dual-stack CI/CD architecture for deploying both the database and the MCP server on AWS using Terraform.
Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.
Exposes various Marketstack API endpoints as MCP tools, providing access to financial market data including EOD, intraday, splits, dividends, tickers, exchanges, and other financial information.
A local RAG server that provides sentence window retrieval and document indexing for PDF, Markdown, and Word files using local or OpenAI embeddings.
MCP server — a creature battle game where Claude is the player. 50 creatures, 12 types, pixel art sprites, strategic AI opponent.
精简的 Memory Bank MCP 服务器，支持项目开发生命周期管理
Enables entity resolution capabilities through the Senzing SDK, allowing AI assistants to search entities, manage records, analyze relationships between entities, and perform bulk data imports with multithreading.
Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.
Save conversation state, resume work across sessions, and organize multiple snapshots with minimal token overhead.
Production MCP server giving AI agents metered access to live Hedera blockchain data. Query token prices, screen identities, monitor governance, write tamper-evident HCS compliance records, and analyze smart contracts — all paid in HBAR micropayments per call.
Enables AI assistants to interact with MariaDB databases through standard SQL operations and advanced vector/embedding-based search. Supports database management, schema inspection, and semantic document storage and retrieval with multiple embedding providers.
A Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (meetings, recordings, transcripts, summaries, teams, team members) via GET operations.
A comprehensive MCP server for controlling DEVONthink Pro on macOS, enabling advanced document management, database searching, and bibliography metadata resolution.
MCP server casino for AI agents — provably fair dice gambling, crypto betting API, zero-trust verification. 99% RTP, 70+ chains.
MCP server for Upflag — monitoring and error tracking for vibe-coded apps
A robust MCP server for Synergy/DE documentation featuring full-text search, version-specific content retrieval, and LLM-optimized chunking for seamless technical assistance.
A blockchain-focused MCP server that connects Claude to BrianKnows' specialized knowledge engine for decentralized finance (DeFi) and various protocol-specific databases.
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.
Enables faster, cleaner integration with Zitadel for user authentication.