发现优秀的 MCP 服务器

rebuild-dossier

An MCP server that reverse-engineers a rebuild spec (CLAUDE.md, config, and mutation-tested tests) from an existing app, enabling coding agents to rebuild the app cleanly against that spec.

DataEdmonton MCP

Enables AI agents to query Edmonton's open data portal via the Socrata SODA API. Part of the Pipeworx MCP gateway.

Satori

Agent-safe code retrieval MCP server that indexes repositories and provides semantic search, file navigation, call graph analysis, and bounded file reading tools for coding agents.

claude-whatsapp-mcp

Enables Claude to manage WhatsApp instances through the Evolution API, including listing instances and sending text messages.

Fetch MCP Server

Enables fetching and converting web content into various formats including HTML, JSON, plain text, and Markdown. It supports custom request headers and provides specialized tools for on-demand web data retrieval and transformation.

Article Writer MCP

Enables automated content creation pipeline: topic research, article writing, image sourcing, and GitHub PR submission for blogs.

mcp-data-providence

Enables querying and searching the Providence Open Data catalog via Socrata SoQL, including dataset search, data querying, and metadata retrieval.

pangram-mcp

Exposes an analyze tool to classify text as human-written, AI-generated, or AI-assisted using Pangram Labs API.

ai-readiness

Generates a complete suite of AI readiness files (llms.txt, ai.txt, schema, RAG indexes) for any website to optimize representation in ChatGPT, Claude, Gemini, and Perplexity.

GetMailer MCP Server

Enables sending transactional emails through GetMailer from AI assistants. Supports email operations, template management, domain verification, analytics, suppression lists, and batch email jobs.

blockscout-mcp-server

A read-only MCP server that queries multichain EVM on-chain data through Blockscout REST API, providing tools for address info, transactions, logs, and more.

wzrdbrain MCP Server

A physics-aware inline skating combo generator that models moves as state transitions to ensure sequences are executable and flow naturally. It allows users to generate custom skating routines and browse a catalog of wizard-style tricks.

being-human

MCP server that analyzes your writing style to generate personal voice rules, scores drafts for AI slop, and verifies authorship, enabling LLMs to write in your specific voice.

mailprotector-mcp

MCP server for Mailprotector — email security management for MSPs, enabling management of customers, domains, users, quarantine, allow/block rules, logs, configuration, and the full long-tail API via a router.

aica - AI Code Analyzer

aica (AI 代码分析器) 使用 AI 审查您的代码。支持 CLI 和 GitHub Actions。

ffmpeg-mcp

Enables LLMs to safely execute ffmpeg and ffprobe operations by passing arguments as arrays, avoiding shell injection, with support for probe, convert, trim, concat, thumbnail, watermark, speed, loudnorm, and batch processing.

LeafBridge

Connects Claude/ChatGPT to Overleaf projects via the Git integration, enabling read, edit, write, and file management through natural language commands.

Todoist MCP Server

Provides 44 tools to interact with the Todoist API v1, enabling task, project, and label management, with read, write, and destructive operations.

Proofpane

A governance proxy for AI tools — every MCP/agent tool call is policy-gated, secret-redacted, and written to a hash-chained, offline-verifiable audit trail.

DDG Web Search

Enables web search via DuckDuckGo and web content fetching through the Model Context Protocol, allowing AI assistants to search and retrieve web page content.

Google Image Search MCP

Provides tools for searching and downloading images using Google Image Search API.

SQLPrism

An MCP server that indexes SQL codebases into a queryable knowledge graph backed by DuckDB, enabling structural SQL queries instead of grep.

MCP Server Scaffold

A production-ready, security-first starting point for building Model Context Protocol servers, enforcing safe defaults like dry-run and tenant isolation.

MCP Gold Price Server

Provides real-time gold prices from Vietnamese and international markets via the vang.today API.

wikijs-mcp

An MCP server for interacting with Wiki.js via GraphQL API, enabling page management (CRUD, search, publish), user and group management, and blogging workflow with drafts.

openshift-mcp

An MCP server for managing OpenShift clusters and querying Amazon Redshift across multiple clusters, with secure secret and configuration persistence.

mcp-kubernetes

Enables MCP clients to inspect and operate Kubernetes clusters across multiple contexts, with read-only/read-write/admin access modes and security flags controlling namespaces, contexts, deletes, applies, and exec.

foglift-mcp

MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 categories (SEO, GEO, Performance, Security, Accessibility) with actionable fix recommendations. Enables AI coding assistants to audit websites and implement fixes autonomously.

GitHub PR Template Tools

A MCP server that provides tools for analyzing git changes and suggesting appropriate PR templates, helping automate PR-related workflows.

@shuji-bonji/pdf-spec-mcp

An MCP (Model Context Protocol) server that provides structured access to ISO 32000 (PDF) specification documents. Enables LLMs to navigate, search, and analyze PDF specifications through well-defined tools.