📁文件系统 MCP 推荐

Local-first MCP server for Claude/Codex project wiki and graph workflows

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

Structured AI project planning: cycles, tasks, strategy reviews, and build handoffs.

Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.

DEV.to MCP — wraps the DEV Community API (free, no auth for public reads)

PayPal MCP Pack — read-only access to PayPal transactions, orders, invoices, and disputes.

Stripe MCP Pack — read-only access to Stripe data via API key.

Google Docs MCP Pack — read, create, and edit Google Docs via OAuth.

Get social media data from Instagram and TikTok: profiles, posts, videos, comments, and more.

Search Christian Perez's blog, read posts, and ask about his work, podcast, and writing.

Read-only MCP server for The Quiet Protocol's engines, benchmarks, proof, and business data.

Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.

Read and author HiveLearn communities, courses, events, quizzes, and certificates.

Quran MCP server for translation, tafsir, mutashabihat, recitation playlists, and prayer times.

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

Self-hosted, read-only MCP server that connects your banks and investments via Plaid.

Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Disk.

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

Local stdio MCP bridge for archive publishing, retrieval, and governance evidence.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and incident summaries.

Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and incident reads.

Read-only MCP server for Hostaway PMS — guest conversations, reservations, and listings

Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).

19 tools for Google Forms: create quizzes, add questions, set answer keys, read responses.

Provides read access to your GKE and Kubernetes resources.

Search indexed websites, read raw page markdown, and score AI visibility for any site.

EVM Slither audit (zero-arg demo + live) + Blockscout source + security.txt lookup + MCP probe.

Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

A lightweight, structured, token-efficient local-first MCP memory server

Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub bounties. Read-only.

Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ countries.

Local job marketplace: search jobs, apply, post listings. 50+ countries.

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

Public Turaxia MCP surface for building localized draft bundles from supplier URLs.

Give AI agents full read/write email access via Mozilla Thunderbird. Zero credentials.

33 tools, 30 US federal data domains. Ed25519 signed, provenance chains, entity graph. Free.

Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API.

Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.

Local-first MCP server for AI content governance — models, content, validation, i18n

Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).

MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.

Local MCP server for desktop automation: mouse, keyboard, screen, windows, and processes.

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

Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.

Search and discover affiliate programs with agent-ready data and commission details.