Browse 32,443 community-built MCP servers
A persistent memory server for Claude Code that captures session context and tool outputs to inject relevant history into future sessions. It enables long-term recall through semantic search and automatic context management, allowing for more consistent and context-aware coding interactions.
A robust MCP server that enables AI agents to interact with Obsidian vaults via the Local REST API, supporting full note lifecycle management, metadata editing, and high-performance cached global search.
eechat is a cross-platform desktop AI chat application that acts as a host and manager for MCP servers, providing visual configuration and a runtime environment for integrating AI tools.
A high-performance codebase indexing and semantic search server for AI assistants, providing incremental search and multi-encoding support for local projects and WSL environments.
A versatile MCP server that dynamically transforms any OpenAPI specification into a collection of executable tools, providing ready-to-use access to REST APIs with built-in support for authentication and standard transports.
A comprehensive collection of Claude Code and OpenAI Codex workspace configurations, including custom plugins, agents, and integrated MCP servers for cloud services, databases, and development workflows.
A comprehensive MCP server for Azure DevOps that enables AI assistants to manage projects, repositories, work items, and CI/CD pipelines through standardized tools and resource URIs.
A comprehensive AI orchestration platform that integrates 8 Google AI services and 66 specialized agents using A2A and MCP protocols for autonomous development and enterprise-grade swarm intelligence.
Skillz converts local Claude-style skills (SKILL.md and scripts) into callable tools and resources for any MCP client, supporting directory-based discovery and sandboxed execution.
Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
A structural code analysis framework that converts codebases into a Universal Abstract Syntax Tree (UniAST) to provide deep, local coding context for LLMs.
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
An MCP server implemented as a VS Code extension that exposes the editor's filesystem, symbol search, diagnostics, and terminal capabilities to AI agents.
A robust bridge for Obsidian vaults that provides safe read/write access, tag management, and advanced search capabilities while preserving frontmatter integrity.
WireMCP integrates Wireshark's tshark utility with LLMs to provide real-time network traffic analysis, threat detection, and protocol statistics. It enables automated packet capture, PCAP file analysis, and credential extraction for security diagnostics and forensic investigation.
High-precision Python SAST & Dead Code Remover. Finds unused functions, secrets, and security flaws with hybrid static analysis + local LLM agents. Privacy-first & low noise. MCP server for SAST too
A specialized MCP server that enables LLMs to perform autonomous, deep web research and generate comprehensive reports by validating multiple trusted sources.
A comprehensive control plane and gateway for the Model Context Protocol that unified multiple MCP servers into a single secure endpoint with observability and RBAC.
A versatile tool that transforms any OpenAPI specification into an MCP server, allowing users to bundle specific API endpoints and existing stdio servers into a single, unified interface.
An MCP server to create secure code sandbox environment for executing code within Docker containers.
The Mapbox MCP Server provides a comprehensive suite of location intelligence tools including geocoding, multi-modal routing, POI search, and isochrone generation for AI agents. It enables geospatial reasoning and visualization through both direct API integration and interactive MCP-UI components.
A comprehensive MCP server based on AkShare that provides real-time and historical data for stocks (A-shares, HK, US) and cryptocurrencies, including financial indicators, market sentiment, and news.
A specialized MCP server that allows AI agents to interface with the Node.js debugger (via --inspect) to set breakpoints, list them, and inspect runtime state using JavaScript execution.
A robust financial analysis MCP server that provides real-time market movers, fundamental ticker data, options chains, and technical indicators alongside market sentiment metrics from CNN and Google Trends.
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
A comprehensive MCP server that brings Claude Code's project-wide file manipulation, command execution, and agentic delegation capabilities to any MCP-compatible environment.
A Model Context Protocol server for Argo CD that enables AI assistants to manage applications, view resource trees, and monitor workload logs through natural language.
An MCP server that provides structural code search capabilities using ast-grep, allowing AI assistants to search and analyze codebases via AST pattern matching.
An AI research assistant that performs iterative, deep-dive investigations by combining search engines, web scraping, and multi-model support to generate comprehensive markdown reports.
Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.