开发 MCP 服务器

The bug mediator for AI-built apps: plain-English diagnosis + a ready fix, in your editor.

Project-aware, read-only Nacos config & service-discovery server for Spring Cloud repos. Zero setup: auto-discovers every environment…

Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture — local or remote over SSH. Curated tools plus a raw…

Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macOS. Zero npm deps, pure Node.

MCP server giving AI agents safe access to filesystem, databases, processes, and APIs.

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_paper`, fuzzy `search`, `compiler_status` over a 216-paper…

PlatformIO for AI agents: build, flash, serial monitor, tests, crash decoding, size reports.

Coding agents build full-stack apps in persistent workspaces and share them by link.

Returns only the unit tests affected by your current Kotlin/Android code changes.

Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.

Bring Warp™ Oz™ agents into any IDE or MCP client — Claude Code, Cursor, Codex.

x402station.io: independent risk-signal layer for x402 endpoints before agents pay.

AI Phone Number Directory providing access to AI services via webchat. Query Voxie AI personas and third-party services like ChatGPT, with…

Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x402.

MCP server for NowSecure Platform mobile security testing. List applications, pull remediation findings via GraphQL, and generate PDF…

Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.

Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_model, ollama_list_models and ollama_show_model tools for…

The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.

Deterministic local cross-service API-chain discovery for AI coding agents.

Read, write, analyze, test and diff the VBA in Office files, and the document around it

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review,…

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402 micropayments on Base.

Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses large tool outputs.

Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server…

Agent-optimized MCP server with structured JSON tools. 20-45% token savings.

Local-first MCP runtime for coding agents with safe workspace access, AST/LSP navigation, and Git.

CI for [ink](https://github.com/inkle/ink) interactive-fiction stories. Compiles, exhaustively playtests every branch, and finds runtime…

MCP server for the POX SDN controller to provides network control and management capabilities.

Coordination server for parallel coding agents: claims, contracts, notices, and memory notes.

Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.

MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8…

ASO Scanner — the free Agent Readiness scanner as an MCP server. Measures your ASO Score (Agent.

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints

Administer a Linux server from an MCP client such as Cursor or VS Code: read files and tail logs, check/reload/restart systemd services,…

30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

Gridproof your UI — automated spacing & grid QA in the agent loop (MCP server).

Local-first Project Telos MCP tool line for inspectable AI work: source intake, workspace context, routing ledgers, action receipts, and…

Give AI agents a persistent pixel-art character reflecting their state in real time.

MCP server that drafts client proposals in your own voice. Save 2-3 of your winning proposals, paste a new brief, and Claude generates a…

Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.

Detect stale source context and retain traceable code-chain understanding for AI coding agents.

Self-hosted AI teammate in Slack: @mention it and Claude Code or Codex investigates CloudWatch logs, runs tests, and opens pull requests.…

Policy layer for multi-agent workspaces: one JSON policy file decides what each path is worth; agents can audit, explain and dry-run clean…

Autonomous coding pipeline: frontier models plan and review, a local model implements, gated by TDD.

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

Answers "why does this code exist?" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools:…

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

Local AST knowledge graph for AI coding agents. 50+ languages, 14 MCP tools, 100% local. Converts any codebase into a code-knowledge graph…

Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific…

Many stdio MCP servers from one container, published over HTTPS with OAuth 2.1 for any MCP client

Index any TypeScript/React repo (including monorepos) into a queryable code graph. Reverse queries (who-renders, who-calls,…

Compiler-as-MCP-server for the Hirð language (typed actors and effect rows on the BEAM): type inference, definition lookup, effect-row…

Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.