📁文件系统 MCP 推荐

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Transitland MCP — global GTFS aggregator

DOAJ MCP — Directory of Open Access Journals

Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt.

Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.

Open scientific knowledge MCP for AI agents. Three profiles: search, publish, govern.

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.

Read and write Mission Control state via MCP — projects, tasks, subtasks, templates, status updates.

Create, read, and modify spreadsheet data, formatting, and sheets

Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.

Send, read, organize emails, manage labels, drafts, and filters

Export files, access design data, manage projects, comments, and team assets

Live data grids for AI agents. Push structured data; humans review, agents read back via MCP.

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.

Locize MCP server: read/write translations, publish versions, manage branches from AI assistants.

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

Create, read, update, and delete records in Airtable bases and tables

Analyze domain authority, backlinks, traffic, and keyword rankings for SEO intelligence

Reads data/skill-telemetry/invocations.jsonl and produces daily stats — dead skills (zero invocat...

Auto-wire newly-shipped skills into owner-agent SOUL.md by reading `owner_agent:` frontmatter and...

Walks every skill directory in skills/ and ~/.openclaw/skills/, validates each has SOUL.md (voice...

"Nightly 03:00 CT scan: identifies skills whose newest file mtime crossed 25 days

Watcher — count uncommitted files in repo, surface dominant drift class. YELLOW >100, RED >250.

Read and write a self-hosted TriliumNext knowledge base over its ETAPI.

Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.

VirusTotal MCP — file / URL / domain / IP reputation (BYO key)

iNaturalist MCP — citizen-science species observations (free, no auth for read-only)

Connect AI assistants to Easy8 — read and update projects, issues, and comments.

Manage files, users, and automated workflows across cloud storage and protocols

Convert files across 500+ formats: documents, PDFs, and images

Manage files, folders, and team collaboration with access controls

MCP server for Ryvo Protocol state reads and prepare-only payment-channel actions.

Claude reads and writes a real-life RPG character sheet from the eighty self-improvement app.

Read-only MCP for U.S. household distress: 96 indicators, ADI composite, 3,144 counties.

Reference verification MCP server for CSL bibliographies, evidence, and audited writes.

Gencove consumer genomics: profile, kit status, ancestry, PRS, raw data. Requires Gencove auth.

MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor linked in README.

Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyond Jグランツ MCP.

Company intelligence and sanctions screening across 130+ jurisdictions and 328 sanctions lists.

Local STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganusa-cli.

Italian cross-dealer MCP: cars, NLT rentals with quotations, dealer directory, automotive KB.

MCP server that brings your LinkedIn professional profile and experience into your context.

Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume.

MCP server for Filevine matter management - by Advocate Cloud Solutions.

Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops.

An MCP server that gives your AI access to the source code and docs of all public github repos

Read-only MCP server for inspecting AutoCAD DWG files