📁文件系统 MCP 推荐

One shared, durable memory for your AI coding agents — local-first, zero-dependency.

Federated commerce search across independent WooCommerce merchants. Keyless, read-only MCP server.

A secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.

Live KARVE Pilates class schedule and availability in Jeddah, with booking links. Read-only.

Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

Read-only MCP server for verified book recommendations and reading lists.

Read-only semantic search over Vedic scripture verses, commentaries, and recorded lectures.

Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.

Generate full stories, chapters, characters & cover art from a premise (planner-writer pipeline).

Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

Validate Token-2022 configs (transfer fee, soulbound, delegate). Read-only — no keys or RPC.

Read and grow a person's falsifiable, consent-based model of how they work with AI (CMP).

Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

Search everything you save: YouTube, articles, podcasts, PDFs, Notion, Obsidian. API key or OAuth.

Persistent local-first memory for AI agents: ground truths, failure firewall, recall over MCP.

The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI.

Read-only MCP server for exposing database schema metadata without row data.

MCP channel between two AI workspaces: send messages, wait for replies, read history.

tafsiri-mcp

Easy-to-setup local RAG server with minimal configuration

Scrape, crawl, and map websites to Markdown or JSON via local CLI.

AI hiring tools CV screening, social media profile scan, and document search for any organization.

Profile, CV, jobs, compensation & application-tracking tools for AI agents, by aicandidatehub.com.

Crypto tool directory MCP for AI agents — discover MCP/CLI/SDK/API/x402 tools with trust metadata.

Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI

Task-oriented MCP for Indonesian law: search, resolve citations, read laws, and MK decisions.

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Filesystem-direct Obsidian MCP server — search and edit your vault with low context-tax.

Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.

Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.

Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.

Stakeholders pin feedback on your live app; your AI agent reads the pins via MCP and fixes them.

The only MCP server for Arabic academic research — search, read & cite Arabic + English papers.

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

Read any web page as clean, ad-stripped Markdown past robots.txt and bot blocks, plus web search.

AI agents propose database changes as reviewable requests — no direct write access.

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.