📁文件系统 MCP 推荐

One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright

Native Solana staking for AI agents. 26 MCP tools, one-shot signing, webhooks.

Scan installed MCP servers for security vulnerabilities with 16 detection engines.

Calibrated world model for AI agents. 40 tools: world state, markets, trading. Kalshi + Polymarket.

Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, and video.

Search biomedical literature, get article details, find related articles, and explore MeSH terms

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

Connect, monitor, and control AI agents — tasks, approvals, schedules, and governance.

Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.

Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs, manage a schedule.

Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.

Extract and process web content into clean, structured formats optimized for LLMs.

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

Scrape messages, extract leads from public Telegram channels. No login required.

MCP server providing AI assistants the ability to interact with NetScaler environments

Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance.

MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host

Spawn multiple specialized Codex agents as MCP servers, each independently configured.

Share HTML/Markdown documents via URL instantly. Create, edit, delete docs from any AI tool.

MCP-compatible LLM gateway that proxies completion requests.

Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops

Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for autonomous AI agents.

Knowledge synthesis MCP server with vector-deduplicated lessons and x402 micropayments.

Publish-ready articles on demand. Send a topic, get back SEO-optimized content with images.

School enrollment, graduation rates, demographics, finance, and Title I data

Fair Market Rents, income limits, public housing, vouchers, and homeless counts

Toxics Release Inventory, Superfund sites, air quality data, and AQI

Medicare spending, chronic conditions, hospital quality, readmissions, and enrollment

Home mortgage lending patterns, denial rates, and fair lending data

Higher education data: tuition, graduation rates, and earnings

Energy data from EIA: electricity, fuel prices, and renewables

Vehicle safety recalls, complaints, and crash data from NHTSA

Leading causes of death, mortality rates, infant mortality, and drug overdose data

Real-time water levels and flow rates from USGS stream gauges

Active weather alerts and warnings from the National Weather Service

Finds the simplest equation consistent with your data. SINDy and PySR symbolic regression via MCP.

Official MCP server for Leadpipe intent and data APIs.

Search UK case law on BAILII — court judgments with section extraction. Runs locally.

OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.

Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.

StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required for read)

Art MCP — Metropolitan Museum of Art Collection API (free, no auth)

Smart money tracking — discover, score, and analyze top Polymarket wallets

GFS ensemble weather signals for prediction market edge detection across 12 cities