Browse 27,455 community-built MCP servers
MCP (Model Context Protocol) Server. Provides a bridge to GitHub Gists for creating, retrieving, updating, listing, and deleting code snippets directly through conversational interfaces.
A professional genome data server providing high-quality genetic information retrieval, homologous gene analysis, and evolutionary research capabilities via NCBI and Ensembl APIs.
A comprehensive Polkadot development toolkit providing tools for ink! smart contract lifecycle management, parachain launching, pallet building, and direct chain interaction through Pop CLI integration.
Deterministic AI safety policy engine with Z3 formal verification. Write, verify, simulate, and enforce machine-verifiable safety constraints for AI agents. Completely outside the LLM.
A read-only MCP server for interacting with Yandex Tracker and Wiki, enabling LLMs to query issues, search documentation pages, and access dynamic tables and comments.
An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.
MCP (Model Context Protocol) Server. Integrates with Leonardo AI's image generation platform for creating custom images with specific models, checking job status, and managing generation history through the Leonardo API.
A Model Context Protocol server that integrates with the Freesound API to search, discover, and preview sound effects and music loops for content creation.
A comprehensive MCP server for ClickUp that enables AI agents to manage workspaces, tasks, folders, and custom fields through the official API with support for bulk operations and hierarchy navigation.
An MCP server for ClickHouse that enables executing SQL queries and managing database connections directly through Large Language Models. It provides seamless data analysis capabilities with support for JSON output and read-only security modes.
Access Monarch financial data — accounts, transactions, budgets, and more
An MCP server that enables formal symbolic reasoning by translating natural language into Answer Set Programming (ASP) and executing it via the Clingo solver. It bridges LLMs with structured logic to solve constraint satisfaction and multi-step deduction tasks reliably.
A specialized MCP server for DeFi analytics that integrates with DeFiLlama's bridge APIs to provide real-time cross-chain liquidity flows, historical volumes, and detailed transaction metrics.
- A Model Context Protocol server implementation that provides RAG capabilities through Qdrant vector database integration, enabling AI agents to perform semantic search and document retrieval with local or cloud-based embedding generation support across Mac, Linux, and Windows platforms.
A high-performance MCP server for semantic search and codebase indexing using the Qdrant vector database. It features optimized embedding pipelines, AST-aware chunking, and git metadata enrichment for fast, privacy-focused local or remote search.
Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.
MCP (Model Context Protocol) Server. Integrates with Gigapipe's observability platform to query Prometheus metrics with PromQL, search Loki logs with LogQL, and retrieve Tempo traces by ID through unified HTTP/HTTPS access with optional authentication.
An MCP server for ASAM ODS that provides tools for Jaquel query validation, connection management, schema inspection, and measurement data analysis.
MCP (Model Context Protocol) Server. Provides secure command-line access for executing shell commands with TypeScript validation, returning structured output and error streams through a lightweight stdio-based server.
Search and match German public procurement tenders (OCDS) from your local LLM.
A professional document generation server that converts Markdown and natural language into formatted Word and PDF files with syntax highlighting and smart pagination.
MCP server for Kubernetes that safely executes kubectl, helm, and cluster operations.
A specialized MCP server that leverages PostCSS and AI to diagnose and repair CSS layout issues, performance bottlenecks, and browser compatibility conflicts.
A comprehensive MCP server for The Movie Database (TMDB) that allows users to search, discover, and retrieve detailed metadata for movies, TV shows, and entertainment professionals.
A specialized MCP server that allows AI agents to consult top-tier models like Claude, GPT, and DeepSeek for expert architectural advice, security-focused code reviews, and high-stakes technical decision-making.
MCP (Model Context Protocol) Server. Enables safe SQL query execution on Google BigQuery datasets with built-in safeguards that prevent data manipulation and limit query size to 1 TB.
An MCP server providing semantic search capabilities for Bevy game engine documentation via a Milvus vector database, allowing users to find relevant Markdown-formatted documentation using natural language.
An MCP server that enables interaction with B&R Automation Studio projects, allowing AI assistants to build projects, launch simulators, and manage PLC variables via OPC UA.
A process management tool that enables AI coding assistants to run and monitor long-running development servers without blocking or timing out. It captures stdout/stderr logs and allows for non-blocking process restarts during development workflows.
MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI