📁文件系统 MCP 推荐

Kraken keyless public market: time, status, assets, pairs, ticker, OHLC, depth, trades.

NIH Clinical Tables: ICD-10/9, RxTerms, LOINC, NPI, conditions search. Keyless.

Aggregates CI failures, cross-references flakiness history, and outputs GO/NO_GO release verdicts.

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

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

FastMCP server for Substack — publish Notes and posts, pull analytics, manage drafts, pluggable…

50 AI prompts for real estate investors — BRRRR, flips, multifamily

40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins

50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations

Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, and triple-mode…

Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan accounts via Plaid.…

Amazon review intelligence via Shulex OpenAPI. 10 marketplaces, verified-purchase & Vine signals.

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

Hand any social video to your AI agent — frames + transcript bundled. MCP server for watch-cli.

AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, ticket routing.

Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers.

Backlink Analysis MCP for AI Agents: authority, referring domains, and competitor link gaps.

Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and knowledge graphs.

Wynncraft MMO player + guild + leaderboard + item DB lookups.

Wordnik English dictionary: definitions, examples, related words, WotD.

Roblox public profile + friends + badges + games + groups lookups.

Riot Games API: accounts, summoners, matches, league entries, champion mastery.

Steam Web API: profiles, owned games, achievements, app news, player counts.

Minecraft profile lookups (UUID, profile, name history, blocked servers).

Tenor GIFs/stickers v2: search, featured, categories, trending, posts.

Pirate Weather forecast API (Dark Sky-compatible). Free key required.

Bungie.net Destiny 2 + clan API: manifest, profile, characters, stats.

PC game deals across Steam/Epic/GOG/Humble via CheapShark. Keyless.

LeetCode public profiles, solved counts, daily question, problem detail.

Guild Wars 2 keyless public endpoints (worlds, items, achievements, build, commerce).

Codewars user profiles, completed kata, authored kata, kata detail. Keyless.

Random food images by category (pizza, burger, dosa, etc.) via Foodish. Keyless.

Streaming availability across 200+ services: titles, sources, releases.

MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents

Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.

MCP server for natural-language Kubernetes operations across single or multi-cluster environments.

Read-only regulatory source retrieval, citation tracing, authority metadata, and recent filings.

Routing, isochrones, matrix, snap, elevation, geocode via Openrouteservice.

LEGO catalog: sets, parts, minifigs, themes, colors via Rebrickable. Free key required.

urlscan.io URL scanner — search/result keyless, submit needs key

Podcast directory search + best podcasts + recommendations via Listen Notes. Free key required.

Personal knowledge graph every MCP client reads from and writes to. Portable across agents.