📁文件系统 MCP 推荐

Convert PDF, DOCX, XLSX, CSV, JSON into clean, AI-ready Markdown via the PackForAI API.

Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).

Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).

Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).

Phone-first local dev MCP for Claude Code and Codex: install Yaver, pair mobile, run, build, deploy.

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.

Upload a file and get a public shareable URL via API or MCP.

Read-only MCP server for the WebAssembly spec: instructions, types, sections, search, proposals.

Runnable, versioned lists agents can search, read, create and update. Git under the hood.

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.

MCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.

Read your Clipy screen recordings: search, transcripts, AI summaries, and key moments with frames.

Drafts Google review replies for local businesses; a human approves before StarReview posts.

ABAP ADT MCP server for reading SAP objects (programs, classes, tables, CDS) via ADT

Local-first MCP proxy with BM25 tool discovery, security scanning, quarantine & ~99% token savings

stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.

AI-powered media & entertainment intelligence — research, briefs, and market data.

Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.

Create and read mind maps on CloudMindMaps from Claude and other AI assistants.

NFL/NBA/MLB/NHL/PGA + DFS and prediction-market data. Browse free; query with a free API key.

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

STEP file inspection for AI. Measure walls, draft angles, clearances. Returns facts, not guesses.

Cited geopolitical events, multi-perspective briefs, and live breaking news from V³ News.

Read-only developer, date, finance, and text utilities. Authless remote MCP server by Clean.tools.

Read-only MCP for EcoPlaza, Peruvian commercial real estate: projects, units, advisor contact.

Executes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs.

Human-in-the-loop request queue for autonomous agents: file requests for a human, poll results.

AI browser automation. Write async Python to navigate, click, type, and extract data.

Production-grade PostgreSQL MCP server — 252 tools for query, tuning & ops, read-only by default.

Coordination layer for AI agents across isolated developer local environments (devices)

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

Agent-to-agent Lightning commerce: buy, sell & discover files, data, APIs & compute. Non-custodial.

Let ChatGPT, Claude & Cursor use your Mac: email, calendar, iMessage, Teams, files. Local, free.

Architecture write-gate for AI agents: blocks code that violates your Hexagonal/DDD layer rules.

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

Read-only MCP server for Inforcer M365 baseline governance, plus assessment runs.

Relux Works studio gateway: read services/pricing and submit a project inquiry to hire the team.

Deterministic Android app compiler — agents write a YAML model, the compiler emits the native app.

Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema markup, meta directives

Search dynamical.org's open STAC catalog of weather & climate datasets (GFS, ECMWF, HRRR).

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

Local-first project memory and mistake-prevention guardrails for AI coding agents.