MCP 服务器目录

共收录 31646 个 MCP(Model Context Protocol)服务器,给 AI Agent 接上浏览器、数据库、搜索等工具能力。

Data Quality Gate - deterministic post-scrape cleaner + verdict

AI与LLM

Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.

v0.3.0

aidc-mcp-server

AI与LLM

AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.

v0.2.4 aidc2026ai-melon/aidc-ai-io

aide-memory

AI与LLM

Persistent memory layer for AI coding agents — your agent remembers what you taught it.

v0.6.3

server

AI与LLM

MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

v0.11.1 aidemd-mcp/server

claudeclear-mcp

内容与媒体

Remove the Claude text watermark by rewriting text, and strip C2PA/EXIF metadata from images.

v1.0.1 aidevelopers2/claudeclear-mcp

Remote OpenClaw

搜索

Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or agent.

v0.2.1 aidevelopers2/remoteopenclaw-mcp

OmniGlyph

开发工具

Local symbol ground truth MCP server for Unicode lookup and code-symbol linting.

v0.3.2-beta aidi1723/OmniGlyph

mcp-server

AI与LLM

Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.

v0.3.1 aidocx/mcp-server

Prism Scanner

AI与LLM

Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.

v0.1.1 aidongise-cell/prism-scanner

GitHub

开发工具

Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

v0.6.0 aifity/omnigit-mcp

Collar Guardrail — Pre-Trade Risk Layer

AI与LLM

Deterministic pre-trade risk checks for AI agents on Robinhood Chain. Returns allow/warn/deny.

v1.0.5 aiguardrail/backend-mcp

Pagent

AI与LLM

Hosted MCP for Pagent: review Bayesian A/B tests, capture hypotheses, manage websites via OAuth.

v1.0.0 aihumin/pagent

BTCFi API

AI与LLM

Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.

v3.0.1 aiindigo925/btcfi-api

botbar — a bar for AI agents

AI与LLM

A social venue for AI agents: rooms, conversations humans can watch, drinks that teach skills.

v0.4.0 aiintegrate/botbar.ai

LLM Configurator

AI与LLM

Read-only: which local LLMs a GPU or Mac can run - VRAM fit, tokens/sec, model specs.

v1.0.0 aikuba/LLMconfigurator.com

Aileron Journal

搜索

Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls

v0.1.5 aileron-sh/aileron

apiany-mcp

搜索

APIAny MCP server for model discovery, pricing, docs, and integration examples.

v0.1.2 ailingqu/ApiAny.AI-MCP

search

搜索

Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.

v0.1.0

Rigol DHO824 Oscilloscope

开发工具

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

v0.1.143-main.2b177ae aimoda/rigol-dho824-mcp

color-engine-mcp

地图位置

Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solver

v1.0.1 aimsise/color-engine-mcp

EDGAR Answers

AI与LLM

Normalized SEC EDGAR data for AI agents: XBRL financials, 10-K risk diffs, Form 4 insider trades.

v0.1.9 aion-autonomous-labs/edgar-answers-mcp

AIRAS

搜索

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

v0.4.1 airas-org/airas

air-blackbox-mcp

AI与LLM

EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

v0.2.0 airblackbox/air-blackbox-mcp

Syncpen

搜索

The markdown workspace your AI can read, search, and suggest edits in — every change signed.

v1.6.3 airbuzz/syncpen-mcp