发现优秀的 MCP 服务器

barberhq-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources, enabling folding, unfolding, and band classification in any MCP client.

kaseya-bms-mcp

MCP server for Kaseya BMS PSA — tickets, accounts, time entries, and contracts. Enables AI assistants to manage service desk operations via the Kaseya BMS API.

evalgate

Eval-integrity statistics for AI benchmark claims — multiple-testing correction, power/MDE for model gaps, judge-bias and leaderboard-rank checks. Catches a benchmark number that won't survive a second look.

Kremis

MCP server exposing a deterministic, local knowledge graph over stdio. Zero LLM calls in the bridge; answers are classified as Fact, Inference, or Unknown and persisted in redb (ACID, BLAKE3-hashed).

agenticschema

Turns the Schema.org markup already present in a webpage into MCP tools an AI agent can call, extracting JSON-LD, microdata, and RDFa to expose read-only and custom tools. It runs as a stdio or Streamable HTTP MCP server, enabling agents to interact with page entities without additional APIs or backends.

LoopGauge

MCP server that experiments with cheaper LLM policies (model, prompt, reasoning, retry, escalation) against project tasks to recommend the lowest-cost policy that meets quality constraints.

Laxis MCP Server

The Laxis MCP Server connects Laxis - the AI meeting note taker and voice dictation tool for professionals to Claude and other AI tools through the Model Context Protocol. Your assistant can search and read your meeting transcripts, summaries, and participants directly in chat, turning every conversation you've recorded into context your AI can reason over.

MCP Lab Workshop

MCP server for controlling a real-time interactive dashboard deployed on Cloudflare Workers. It provides tools to toggle features, update statistics, set messages, and simulate traffic.

Jina Reader MCP Server

Jina Reader MCP 服务器 (Jina Reader MCP fúwùqì)

agnifolio-mcp

Official MCP server for Agni Folio, a free multi-currency wealth & portfolio tracker. 23 tools for holdings, performance, FIRE planning, crypto P&L, and confirm-gated writes — hosted endpoint with OAuth 2.1, plus a Docker stdio bridge in this repo.

home-slice-mcp

MCP server providing mortgage calculation tools and live interest rates from Home Slice.

web-tools-mcp-server

Drop-in replacement for Claude's native web_search and web_fetch tools, resolving IP blocks and user-agent detection by using your own API keys and proxy.

voice-notes-mcp

Read-only MCP server that exposes locally generated voice notes to any MCP client, allowing listing, searching, and reading transcripts, summaries, and knowledge graphs from voice-notes sessions.

Another™ MCP Server for Binary Ninja

一个为 Binary Ninja 打造的又一个 MCP 服务器，带超能力 🥵

agent-bm25-knowledge-mcp

A local BM25 knowledge retrieval MCP server that indexes configured files and directories for agents like Claude Code, Kiro CLI, and Codex, providing interpretable search and chunk retrieval tools.

Alpaca Trading MCP Server

一个模型上下文协议服务器，它与 Alpaca 交易 API 接口，允许用户通过自然语言交互来管理投资组合、下单交易和访问市场数据。 (Alternatively, a slightly more formal translation:) 一个模型上下文协议服务器，该服务器与 Alpaca 交易 API 对接，使用户能够通过自然语言交互管理投资组合、执行交易并获取市场数据。

Starter MCP Server

A template/boilerplate project for building Model Context Protocol (MCP) servers with TypeScript. Provides a starting point with configuration examples, development tools, and debugging setup.

Video Quality MCP Server

Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.

mcp-epochs

Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format to LLMs via a simple MCP tool.

wavespeed-mcp-worker

Remote MCP server that integrates WaveSpeed's image and video generation into Claude, supporting text-to-image, image editing, video generation, and job status polling via custom connector.

SecureContext

Provides persistent memory, cryptographic audit trail, and HMAC-verified skill admission for Claude Code, running locally on PostgreSQL with zero cloud sync.

Memory Shell Detector MCP

A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.

UNHCR Population Data MCP Server

提供一个标准化的界面，以便访问联合国难民署 (UNHCR) 的难民统计数据，允许人工智能代理通过原籍国、庇护国和年份来查询数据。

keystone-mcp

An MCP server that retrieves contextual information from company resources and surfaces it to coding agents as rules, reasoning, skills, and commands.

Obsidian remote MCP server

Enables remote access to Obsidian vaults from Claude.ai and Claude Code without needing Obsidian running, supporting multiple vaults with OAuth 2.1 and static token authentication. Provides note management tools like read, create, edit, delete, and search.

ResumePilot MCP

Enables parsing a master resume, analyzing job descriptions for ATS/match scores, generating truthful tailored resumes, tracking applications, and producing PDF reports through Claude Desktop.

Last.fm Taste MCP

Provides Last.fm listening analytics and recommendations by combining Last.fm and MusicBrainz metadata, maintaining a local listening index, and recording explicit preferences. Enables queries for listening summaries, taste profiles, artist context, and evidence-backed recommendations via MCP tools.

cheerio-mcp-bridges

A suite of four MCP bridges that enable orchestrator agents to drive local installed CLI coding assistants (Pi, Agy, Codex, Copilot) with secure, sandboxed prompts and session continuity.

QCM MCP Server

Enables quality crisis management through 10 MCP tools for problem-solving, decision-making, auditing, validation, and Infoseek collaboration, allowing structured handling of quality issues and governance assessment.

UI-TARS Desktop

一个基于 UI-TARS (视觉-语言模型) 的 GUI 代理应用程序，它允许你使用自然语言来控制你的电脑。