📁文件系统 MCP 推荐

Read-only MCP server: AI agents read your live MyLinedChart desktop chart context. Local, IBKR.

Save up to 80% tokens when AI reads code via AST-aware structural reading

86 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No install.

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude) and get per-gap fixes.

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.

Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ vehicles (read-only).

Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).

Wise Personal API: profiles, balances, multi-currency rates, transfers, recipients (read-only).

Email tools for any IMAP/SMTP provider: list, read, search, send, and manage messages.

Read-only Steam: friends, games, achievements, sales, plus game recommendations and co-op nights.

Local MCP server to analyze video, audio & images: frames, transcripts, on-screen text.

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

Romanian lodging character intelligence: calm, nature, culture, stays, itinerary maps. Read-only.

UK estate-planning calculators + knowledge (IHT, intestacy, trusts, wills). Read-only.

AI phone secretary: place calls, read transcripts, list calls, agents, and stats.

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

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

Browse and discover the public three.ws agent marketplace and skills catalog. Read-only.

Read the three.ws vanity-address market: quote difficulty + USDC price, browse the board.

Read-only health context MCP server for Iris users.

stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unreal-mcp.

Machine-payable prediction-market briefs and probability-change monitoring for AI agents.

Local-first, state-centric memory for coding agents. MCP server + CLI.

Local-first document management and semantic search for AI coding agents

Look up UK food hygiene ratings and city hygiene profiles from real FSA FHRS/FHIS data. No auth.

Verify UK businesses (FSA/CQC) + signed attestations, mandates & receipts for AI agents.

URL to clean markdown for LLMs: a polite, robots.txt-respecting web reader. Free, no API key

Unofficial read-only MCP server for VeryChic hotel offers

Cross-border debt collection: submit and track cases handled by local partners in 183 countries.

ng-blatui for Angular — search components, blocks, charts & templates and read their typed API.

DV360 campaign management — writes, targeting, custom bidding, previews, and media uploads

Deploy from Claude Code in one call. Write-enabled MCP host, flat price, sell the site you built.

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

Read and author HiveLearn courses, events, quizzes, certificates, resources, leaderboards, tracks.

Puerto Rico news (English summaries + links) and live island conditions, read-only over MCP.

Free educational MCP for read-only eDiscovery news and TAR/review calculators.

Long-term memory for AI-coded codebases — agents log the why behind every change and read it back.

AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation

Directory of US clearinghouse/payer APIs (Availity, Optum, Waystar) with pricing & access signals.

Distressed-SMB diligence: bankruptcy, lawsuits, recalls, exclusions, WARN layoffs, liens (sourced).

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

Will a local LLM run on your hardware? GGUF quant, buy-vs-rent-vs-API cost, used-GPU prices.