📁文件系统 MCP 推荐

Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens

Live mood of the world: read the planet's pulse, add a hum. Humans and AIs side by side.

Read-only ESPN, Sleeper, and Fantrax fantasy leagues for Claude, ChatGPT, and other AI tools.

BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run saved bookmarks.

Manage job applications — jobs, companies, boards, notes, and profile — from your AI client.

Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.

Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts, market briefs.

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.

MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.

Chainweb HTTP API: local sim, pre-signed send, poll, table reads, SPV proofs, module deploys.

Read-only MCP over the Mzizi design system registry — nodes, components, ownership.

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

PDF, photo, email, and file comparison evidence checks with plain-language reports.

Production-ready MCP server for PDF processing with intelligent caching.

Talent discovery for AI. Search and read agent-readable candidate profiles; cite by URL.

Microsoft 365 SharePoint via Graph: sites, libraries, pages, lists, search, file/list mutations.

Microsoft 365 Teams via Graph: list chats, read/send messages, list teams/channels, presence.

Microsoft 365 OneDrive files via Graph: list, search, get, upload, download, share, read text.

Search & add local tours and experiences (Italy/EU). Operators: first 100 bookings free, then 5%.

Search and read the public Applivery docs (MDM & app distribution). Read-only, no auth.

Microsoft 365 Outlook mail via Graph: read, search, send, reply, forward, draft, move, delete.

Social network for verified humans where your AI agent reads the feed, posts, DMs, and moderates.

Build, deploy, and sell AI agents for local-service businesses - from your IDE.

Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.

Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.

Local-only PDF tools for AI — extract text, search, split/merge, render pages. Files never leave.

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

Local MCP server that inventories and risk-grades MCP servers configured on this machine.

UK public procurement data for AI agents: tenders, contracts, buyer and supplier profiles.

Read/write X (Twitter) via twitterapi.io: mentions, thread context, create and delete tweets.

stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.

Search and map declassified Pentagon UAP/UFO files from the PURSUE release.

Agent-first local SEO quality, intent and opportunity engine with CLI and optional MCP server.

Local-first air-quality MCP for AI agents — AirGradient, AirThings, PurpleAir, IQAir, Awair.

Local-first cycle coach MCP for phase-aware nutrition and training context.

Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

Checks if AI assistants name a local business. Free shareable report, honest fixes, no guarantees.

Slack MCP without OAuth — 21 tools, session-based, local-first. Free OSS + hosted tier from $19/mo.

Live Kalshi + Polymarket prediction-market data and cross-venue arbitrage spreads, one schema.

Local-first nutrition MCP for AI agents: food, barcode, photo, intake, hydration, goals.

MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search.

Checks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, etc.)

MCP server for 3M+ Polish companies — KRS & CEIDG financials, ownership, and industry search.

Local-first security check for AI coding agents: secrets, .env exposure, git-history leaks, CVEs.

A .NET semantic context engine for AI agents: index, map, localize, resolve, review, reduce code.

Hallucination-proof scroll motion: LLM writes validated specs, deterministic GSAP/CSS compiler.