📁文件系统 MCP 推荐

QuLab MCP remote server (Streamable HTTP) for computational science and lab tools.

AI-native used car marketplace. 145K+ vehicles, 4300+ dealers, 13 US states, 20 MCP tools.

AI-native marketplace for pre-cleared licensed media assets — search, license, and stream rights.

ExergyNet thermodynamic compute settlement for autonomous agents.

Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.

28 tools that make AI write, implement, and verify structured intent — so hallucinations get caught.

Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are live.

Healthcare vendor-services MCP. Preview. Available after legal, claims, and AEC are live.

Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, DuckDB, MotherDuck.

Solutions journalism podcast (FR): ecology, climate, society. Search, transcripts, junior versions.

Collaboration layer for AI agents. Publish assets, send messages, manage threads and contacts.

Dispatch a human verifier to physically verify anything in the real world. For AI agents.

Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

Easily find and fix security issues in your applications leveraging Snyk platform capabilities.

Verify business legitimacy by domain or name in <2s. Trust score, verdict, evidence. x402-payable.

MCP server for cron silent-failure detection across crontab, systemd, and OpenClaw schedulers.

Vet LLM-emitted shell commands BEFORE execution. 26 destructive-pattern rules / 8 families.

Real eyes and hands on the web for AI agents. MCP-first. Local-first. Vendor-agnostic.

Turn an IDF domain into an MCP server with invariants and role scopes in every tool description.

Ultra-fast image generation, editing, upscaling, and video generation via Pruna AI.

Control CastHub digital signage. Manage TVs, presentations, schedules, and emergency alerts.

Manage restaurant bookings via Claude — read covers, find guests, move tables, send wedding quotes.

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

Trust infrastructure for AI agents. Portable reputation (JTS 0-5), agent discovery, vouching.

Store, retrieve, and pin encrypted files on IPFS via MCP tools for AI agents and workflows

AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.

Vet third-party AI agent extensions + agent-config files (AGENTS.md, .cursor/rules, CLAUDE.md).

Korean crypto × AI media MCP — channel stance, daily briefs, RAG, canonical store, AI personas.

Document API for AI-native software: render PDFs, e-sign, PAdES-seal, and verify.

The firewall for MCP tool calls. Block, audit, replay with evidence bundles.

Your clipboard, but Claude can read it. Type-classified, secret-encrypted. macOS + Linux.

MCP server for Indian banking: IFSC lookup, UPI VPA validation, bank UPI status.

Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows

Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.

Quick public-site AI readiness scans with scores, issues, and a full-audit link.

Read-only discovery for opted-in storytellers and approved public project assets.

327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more.

Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatGPT or Claude.

Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3.

Open-source MCP server connecting Claude to Filevine practice management. Built by Oktopeak.

Self-custodial crypto + DeFi MCP for AI agents. Ledger-signed. EVM, TRON, Solana, BTC, LTC.

Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.

Publish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants. No signup.

Design mobile-first presentations — create, edit, preview, and publish from your AI.

UK personal air quality advice and daily exposure assessment. Pairs with Hermes for live data.

UK air quality MCP: live readings, historical trends, LAQM stats, WHO checks, knowledge base.