📁文件系统 MCP 推荐

Upload, organize, search, and transform images, videos, and files with AI-powered tools.

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Domain-specific MCP tooling for legal document workflows

Real-time web search, reasoning, and research through Perplexity's API

Connect your AI to social media. Create, schedule, and publish posts to 9+ platforms.

Multi-engine scholarly research server for search, traversal, full text, and reading lists.

AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.

Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.

MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

Study planner for high school students. Manage tasks, deadlines, and schedules.

Lightweight coordination layer for multiple AI agents working on the same codebase simultaneously.

YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config.

Analyze multiple URLs with categorized SEO / GEO checks and scored results.

MCP server for uploading local images to Sanity CMS

Google Search Console MCP server — query performance, sitemaps, indexing & more

Google Ads MCP server — query campaigns, keywords, assets & more via natural language

Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.

Commercial auto insurance MCP server for NYC TLC for-hire vehicles. 33 tools, submission to bind.

Google Search Console MCP server — search analytics, URL inspection, and sitemaps

Signed, non-replayable API auth. Agents self-register and sign requests with ERC-8128.

Discover events from Luma — search by category, city, distance, and keywords with calendar export

MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol

Locale detect, translations, plurals for AI agents

Dir tree, file stats, duplicates, LOC for AI agents

JSDoc, README, changelog generation for AI agents

Color convert, palette, contrast checker for AI agents

Style check, naming, complexity analysis for AI agents

npm package search, audit, bundle analysis for AI agents

Docker container management and Dockerfile analysis

GitHub analytics - repos, PRs, issues, releases, contributors

AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.

40 AI crypto tools: whale tracking, security scans, DeFi analytics, quantum security, and more.

Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.

Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding, and cleanup.

19 tools + 5 resources for ServiceNow: CMDB, update sets, tables. OAuth 2.1, Tokyo+.

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.

MCP stdio server for analyzing YouTube videos with Google Gemini

MCP server for AIShelf - allows AI model to choose workflows, rules, skills, and prompts for a task

Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCSA JSON.

AI image generation and editing with Google Gemini. Structured JSON editing.

EU food regulatory data: additives (E-numbers), allergens, nutrition references.

MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.

MCP server for searching and reading PmWiki pages with text queries and group filtering.

Identity certificates, public registry, and wishing well for AI agents — x402 micropayments on Base