Convert OpenAPI specs into MCP (Model Context Protocol) servers
6,146 MCP servers
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
MCP server exposing graph-native code context, document retrieval, schema ranking, document store, cache, and agent pipeline tools.
MCP server for analyzing Salesforce OmniStudio dependencies using LangChain and LangGraph
Local-first code intelligence for AI agents. Plan before edit. Verify after edit.
An industry-grade MCP gateway providing three capabilities: (1) secure workspace file sharing with HMAC-signed time-limited download links
AI-powered open source contribution matchmaker — finds perfect 'good first issues' matched to YOUR skills
MCP server to debug microcontrollers from Claude through OpenOCD (flash, halt/step, memory/registers, breakpoints, variables and peripheral
Orbitali MCP server for configuring voice agents from coding agents.
Codebase knowledge graph MCP server — call chains, topology, and hybrid search for coding agents
Project file map generator for AI-assisted development
MCP server for searching and querying Claude Code past conversations for KT across sessions
Desktop Accessibility MCP — a Playwright-like MCP for non-browser desktop applications powered by OS accessibility APIs.
A professional Model Context Protocol (MCP) server that provides comprehensive PHP code analysis using PHP Insights. Integrates PHP code
PineScript v6 MCP server - 6 tools for docs lookup, code validation, and code generation
MCP server for Pinoox — docs, project context, and pinx-cli introspection
Open-source MCP server that turns any AI coding host into a guided mobile-UI design tool: a design-system token contract, a taste linter
This MCP server provides tools for AI agents (like Claude Desktop) to interact with the **PK Agentic** WordPress plugin via its External
An MCP tool that scans and indexes local dependency source code, enabling LLMs to understand locally installed package contracts
MCP server for Claude-Code and Codex async collaboration with CLI setup
Plantas GitHub Projects v2 MCP server (unofficial) - automation for creating projects, milestones, issues, and iterations