开发 MCP 服务器

A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm…

Deterministic layered code graph MCP server with framework overlays and SCIP interop.

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Coordinate parallel coding agents, above Git

Docker container management and operations through MCP

MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call…

SSH server management for agents, with per-server read-only and allowlist security modes

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

AI-powered code indexer with semantic search and knowledge graphs

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

bash for AI agents on Windows via deterministic bash→PowerShell translation — no WSL, VM, or bash toolchain. MCP `bash` tool with…

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive…

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

Index your codebase. AI searches instead of re-reading files. 94% token savings.

Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native.

Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.

A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by…

Xcode integration for project management, file operations, and build automation

Local-first MCP proxy with BM25 tool discovery, security scanning, quarantine & ~99% token savings

Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org

257 connectors + any REST/SOAP/GraphQL/SQL as MCP tools for Claude & ChatGPT. Self-hosted, AGPL.

A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring…

Local-first document management and semantic search for AI coding agents

Cross-harness communication and shared work-state for AI coding agents.

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language…

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with…

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI…

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM…

Run untrusted Python/JavaScript code in WebAssembly sandboxes.

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with…

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on…

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and…

Local-first persistent memory for AI coding agents.

A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.

Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP.

Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets…

A semantic search engine for files and code.

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

Run any command with `run_command` and `run_script` tools.

MCP server for UI Beats. Let your coding agent search, read and install animated React components.

Local Go repository call graphs and structural analysis for coding agents over stdio.

Connect to VSCode ide and use semantic tools like `find_usages`

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

One local gateway and manager for all your MCP servers, shared across every AI coding tool (Claude, Cursor, VS Code, Codex, and more). Set…

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF)…

MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).

Bitbybit 3D parametric CAD API, version-exact, for coding agents: search, describe, examples, guide

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.

A secure shell command execution server implementing the Model Context Protocol (MCP)

A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more

One system around coding agents to run, verify, recover, and hand off software work.

Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.

Turn a web service into an MCP server in one click without making any code changes.

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity

MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.