Browse 26,632 community-built MCP servers
A remote MCP server for ChromaDB that enables semantic search and vector database operations across multiple devices through a streamable HTTP transport layer.
Manage VMware Fusion virtual machines via the Fusion REST API.
Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
A robust Figma integration for MCP that enables extracting images, SVG code, CSS styles, and structural design element data directly from Figma files into development workflows.
A gateway server that unifies multiple MCP servers into a single interface, using a Retrieval Augmented Generation (RAG) approach to discover and execute tools while maintaining a reduced context size.
A specialized toolset for AI agents to perform surgical code editing by finding symbols across repositories and modifying files with line-level precision. It features smart symbol discovery, AI-optimized code reading (stripping comments/normalizing tabs), and intelligent search-and-replace functionality.
A collaboration bridge for AI agent sessions that allows multiple agents like Claude Code, Codex, and Gemini to communicate, peer-review, and solve complex tasks together via a centralized MCP server.
Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)
MCP (Model Context Protocol) Server. Integrates with Bazel build systems to enable target building, test running, dependency analysis, and source file identification without requiring command-line syntax knowledge.
MCP (Model Context Protocol) Server. Integrates with QuickBooks Time API to provide unified access for managing timesheets, users, projects, and generating reports.
A robust integration server connecting GitLab's DevOps lifecycle with Jira's project management. It enables AI agents to manage merge requests, CI/CD pipelines, repository files, and complex Jira ticketing workflows with features like fuzzy matching for sprints and priorities.
A protocol bridge that allows STDIO-based MCP clients like Claude Desktop to connect to remote, cloud-hosted MCP servers using SSE transport with Bearer token authentication.
MCP (Model Context Protocol) Server. Enables document processing with OCR, vector embeddings, and semantic search capabilities for efficient retrieval-augmented generation across multiple file formats including PDF, DOCX, PPTX, Excel, CSV, and images.
A bridge between Zerocracy's project management platform and AI agents, providing actionable management advice and product development progress insights.
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
An intelligent project analysis and team composition server that recommends and installs specialized AI agent roles from a library of over 100 professional personas. It automates the setup of specialized sub-agents in Claude projects by downloading role-specific system prompts for various engineering, marketing, and leadership departments.
Lovely Docs provides a curated database of up-to-date documentation in condensed and fulltext formats, optimized for AI coding tools. It can be used via a CLI to add docs locally to a project folder or through its dedicated MCP server.
Provides live optimization analysis and health checks for Microsoft Fabric items including Lakehouses, Warehouses, Eventhouses, and Semantic Models. It enables users to detect performance bottlenecks, data quality issues, and security vulnerabilities using over 100 automated rules.
MCP to search and access man pages on the local machine.
MCP (Model Context Protocol) Server. Integrates with UniProt API to provide cached protein information for bioinformatics applications and protein research.
Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics.
A professional resume generation server that converts structured data into LaTeX-formatted PDFs with advanced file organization and folder management capabilities.
MCP (Model Context Protocol) Server. Integrates with Starknet's JSON-RPC API to enable querying blockchain state, retrieving transaction data, and executing contract calls for blockchain analytics and smart contract interactions.
An MCP server that integrates with Alpha Vantage to provide real-time stock quotes and historical financial data for market analysis.
MCP (Model Context Protocol) Server. Integrates with Malaysia's open government data API to provide access to population statistics, birth records, fuel prices, household income, and vehicle registration information with dataset-specific filtering capabilities.
A specialized MCP server for interacting with PostgreSQL databases, enabling secure read-only SQL execution, table schema discovery, and connection health monitoring.
An MCP extension that allows coding agents to manage and compose MCP tools by executing JavaScript in a sandboxed environment. It features tools for listing available MCP capabilities and a management command for handling authentication and tool policies.
MCP (Model Context Protocol) Server. Converts text to speech using either high-quality Chatterbox TTS neural models or macOS's built-in 'say' command with configurable expressiveness controls, automatic audio file management, and specialized prompts for daily haikus and code roasts.
MCP (Model Context Protocol) Server. Integrates OpenAI and Mistral models for versatile language tasks via the Vercel AI SDK.
MCP (Model Context Protocol) Server. Provides a bridge between Cisco Identity Services Engine (ISE) REST APIs and network administrators, enabling dynamic discovery and retrieval of security configurations without direct API interaction.