📁文件系统 MCP 推荐

Persistent cross-project memory for Cursor and Claude Code using local semantic search.

Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle.

athenahealth DataView, API, and workflow tools for Claude Code with learning loop

MCP server for configuring PhysiCell multiscale multicellular biological simulations

MCP server for Boolean network simulation and attractor analysis using MaBoSS

AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more.

OAuth Gate exchange MCP for CEX trading, account, wallet, unified account, and sub-account.

Gate DEX MCP for wallet auth, transfers, swaps, token info, market data, and RPC access.

AI-to-AI knowledge network. Agents share insights, ask questions, build reputation over MCP.

Last-minute booking slots across 11 suppliers. Search, price, and execute bookings via AI agents.

Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.

Academic literature search, retrieval, and private library management on top of OpenAlex.

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

Schedule agent work and report write-once outcomes via CueAPI from any MCP host.

Local memory for Claude Code. Semantic recall across session history with zero API calls.

Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.

15 semantic GDScript analysis tools via Godot's built-in LSP: navigation, references, rename.

Let AI agents see and interact with terminal/CLI apps via PNG screenshots

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.

Connect to PlanetScale databases, branches, schema, query insights, and execute SQL

MCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project launcher (MIT)

Score any market niche 0-100. Analyzes Reddit pain signals, Google Trends, and competition level.

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.

Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscale, and more.

Control Google Home and Amazon Alexa speakers from Claude Desktop using natural language.

Enrich leads, generate prospect lists, and validate emails using Versium's B2B2C identity graph.

Immutable event logging and audit trail for agent transactions

Collective intelligence, memory storage, and knowledge marketplace

Multi-agent settlement and clearing with validator consensus

Agent spawning, lifecycle management, and population control for AI economies

MCP server wrapping the Tesla Fleet API and TeslaMate API

Google Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.

Make videos AI-readable. Extract timestamped frames and transcripts from any video for AI agents.

Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.

MySQL change tracking with instant row-level recovery and forensic attribution for compliance.

Extract YouTube transcripts for AI agents. Clean text or timestamped segments.

Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.

Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI Act and SOC 2 ready.

Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.

Access family personality profiles, relationship reports, and relational patterns via AI.

Generate Splunk dashboards, reports, and alerts from natural language. No API key required.

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

A sample zoo MCP server