MCP サーバー品質ランキング
mcp.so が毎日独自にチェックし、0〜100 点で採点したリモート MCP サーバー。エンドポイントが応答するか、現行プロトコルに対応しているか、サインインが自動検出できるか、ツールの説明が十分かを評価します。
Lumify Sports Intelligence
Agent-ready sports intelligence API: live scores, odds, line movement, public betting splits, and explainable bet confidence — via 16 MCP tools at https://lumify.ai/mcp. Get a free key instantly — no signup, email, or ca
AgendaForge
Official remote MCP server for AgendaForge, the AI-native event management platform. Read your events, sessions, speakers, agendas, CFP forms, and submissions; propose changes and emails that a human approves inside the
Codex Pets
Public read-only MCP server for discovering, inspecting, installing, and sharing approved Codex-compatible animated pet packs.
endoflife.ai
Free MCP server for software end-of-life intelligence: EOL dates, support status, and the 0-100 EOL Risk Score across 480+ tracked products. Agents can check a single version, pull a product's full lifecycle schedule, or
Agentic Atlas
Consult field-tested agent-system design patterns through 8 hosted, read-only tools for orientation, deep reading, relationships, provenance, glossary terms, and publication decisions.
TofuBofu AI Visibility
TofuBofu runs a free AI visibility scan for any B2B company, right inside your AI assistant. Ask it to scan a domain and it runs the questions real buyers ask across ChatGPT, Claude, Gemini, Perplexity, Google AI Overvie
World Monitor
Live global-intelligence MCP server covering news, markets, conflicts, aviation, maritime activity, energy, climate, cyber threats, supply chains, and source-grounded regional briefs.
diggercamp
diggercamp finds independent music by how it sounds. Paste any Bandcamp, YouTube or SoundCloud link and get the closest sonic matches from 4M+ independent tracks — matched by rhythm, timbre, key and energy, not genre tag
LiveDataLink
Live and regularly refreshed public-data tools across multiple domains through LiveDataLink. A free API key includes 1,000 monthly queries; plans have fixed monthly allowances and no automatic overages.
LeadMarina
Verified local-business leads: search any niche in any city, query your lead library, and export to Close, GoHighLevel, Google Sheets, or emailed files — every email SMTP-checked, every phone verified with line type and
Agent Margin Router
Remote MCP server with 40 AI agent tools for web search, scraping, research, crypto market data and on-chain analytics. Access 38 data endpoints via Streamable HTTP. Start with 3 free calls per wallet, then pay $0.005–$0
Bounce Watch - Company Signal Intelligence
Bounce Watch tells you what just changed at a company, and when. Who raised money. Who hired a senior person. Who opened an office, won a customer, or announced a partnership. Every event carries its own date, so you ca
ship.page
Throw HTML at an API, get an unguessable URL back. Zero-config remote MCP server — your agent deploys pages, sites and CI reports in one call. Free, no signup needed.
CometChat Docs
Public, read-only CometChat documentation search and retrieval for AI agents over Streamable HTTP.
ShipStatic
ShipStatic deploys static sites instantly from AI agents. No account, no API key, no configuration needed.
Riddle Quiz Maker
Creates and manages quizzes, polls, surveys, personality tests, forms, predictors, minigames and leaderboards on Riddle.com – with branching logic, custom design, live stats and embed code.
Agent Traffic Lab
ATL doesn’t just help agents find tools — it gets the job done. It finds and chooses the right AI provider, tool, or MCP server, executes the task, and switches to a fallback when a provider fails. It can optimize for lo
Batru
Real, calibrated win-rate predictions, pick recommendations, counters, synergy and tier lists for Dota 2, Deadlock and Marvel Rivals, from production models trained on ~20M matches. Free hosted endpoint (Streamable HTTP)
dot.tools
28 developer utilities for LLMs: format, convert, encode, decode, generate and validate — JSON, YAML, XML, SQL, JWT, certificates, CIDR subnets, cron, hashes, UUIDs, passwords, QR codes and more. Stateless, fast, free.
DocBin
Give an agent a place to put large output. Instead of returning 40k characters of a build log into the conversation, it posts the file to DocBin and hands back one short URL. Docs render with syntax highlighting and mark
Spala Public MCP
Public discovery, OAuth handoff and project routing for Spala. Project-scoped MCP servers handle authenticated build and operational workflows.
Departi – Travel Compliance & Curated Booking
Travel-compliance intelligence and curated booking for digital nomads and long-stay travellers. 7 tools: visa requirements, Schengen 90/180 tracking, tax-residency risk, accommodation, flights, experiences, and user prof
JobYap
JobYap aggregates job postings directly from tech companies' official careers sites and gives every posting a public discussion thread, with salaries, locations and full descriptions.
lucid.page
Publish beautiful Markdown docs instantly from any AI agent. Zero-config remote MCP server — your LLM pastes Markdown, gets back a shareable page. Free, no signup needed.
Airside Labs Aviation Tools
Validated aviation reference tools for AI agents: resolve airports, airlines, aircraft types, registrations and flight designators to canonical entities with confidence, alternates, validity dates and per-field provenanc
Klarix Intelligence Engine
B2B competitive intelligence, live sales battlecards, 5-axis ICP prospect fit scoring, and tech stack teardowns over MCP and REST with cited public-web evidence.
VarynForge
VarynForge is an SEO research SaaS that exposes its full workflow as MCP tools. Connect once from Claude Desktop, Claude Code, Cursor, Codex or any MCP host, then ask your agent to set up a project, hand it your article
Dados B3
Auditable fundamentals for the Brazilian stock market (B3): ROIC, margins, point-in-time multiples, dividends and REITs. Every figure traces back to the CVM account it came from, every formula is published, and nothing s
turva.dev
Hosted tools for turva.dev over Streamable HTTP, with documented discovery and tool calls.
RAVN
Cross-chain swap execution across 13 venues and 16 chains, including native (non-wrapped) Bitcoin as either source or destination. No signup, no API key, 0% protocol fee, same routing engine the RAVN app itself uses. Exp
Figs, Relationship Expert
Couples therapist Figs O'Sullivan (LMFT, 17 years, endorsed by Sue Johnson, creator of EFT) inside your AI. Ask relationship questions answered from his clinical writing, name the pattern in a fight, get a three-step rep
CountryCallingCodes
Read-only MCP server and JSON API for international country calling codes, ISO country codes, E.164 dial codes, regions, trunk prefixes, and NANP area codes.
My AskAI
Use My AskAI to find product, setup, integration, API, feature, pricing, and troubleshooting information. Search the public knowledge base, read complete documentation and OpenAPI files, and estimate pricing from monthly
MarketCode
UK property intelligence for AI agents — value any address, read any market, and source land and off-market stock through one MCP endpoint.
nu:legal Deutsches Recht
German law for AI agents: consolidated federal statutes, the Landesrecht of Bayern, Brandenburg, Nordrhein-Westfalen and Sachsen, and about 610,000 court decisions with a citation graph. Resolves the citations a model wr
Cliometry
Live Korean market measurements for AI agents — SK Hynix ADR premium, realized leverage multiples for KODEX/SOXL/TQQQ, VIX regime, Korean semiconductor sector RRG. Pre-computed daily values, structured responses, CC BY 4
Edgegap
edgegap-mcp connects your coding agent to Edgegap, the orchestration platform behind live multiplayer titles at 390+ studios. Instead of breaking off to a dashboard or an API reference mid-task, the agent creates the app
UX Jobs
Search 4,000+ live UX, product-design and UX-research jobs from jobs.uxjobs.io — aggregated from 60+ applicant-tracking systems, re-verified against each employer, refreshed several times a day. Read-only, free, no sign-
HiBot
HiBot's public read-only MCP server. It serves HiBot's AI-visibility knowledge as tools: the ANSWER framework for measuring how AI answer engines (ChatGPT, Perplexity, Google, Claude, Grok) surface, recommend, and repres
HORIZON SHIELD: construction and renovation estimate auditor (Japan)
Checks if a Japanese construction or renovation estimate is fair and flags overcharge risk. Attach your estimate and get a red-flag audit.
Statiko
Live public-Telegram data for AI agents: trending topics, channel profiles and metrics, similar channels, and full post history including edits and deletions. 10 read-only tools; every result links back to its statiko.io
CPG Knowledge Graph
The Model Context Protocol (MCP) server for the beauty, cosmetics and personal care sector, and the retail that sells it. Point an AI agent at it and it knows the market: 78,284 brand records, 16,378 makers and 15,529 re
ARVX
Email for long-term client relationships: ARVX reads each person first and remembers every pair.
SimFuse eSIM Storefront
Plan and buy travel eSIMs from your AI assistant. The trip planner prices a multi-country route and recommends one plan or a mix, on live prices for 200+ countries, then opens a checkout at frozen prices. No registration
AstraVerify Domain Trust Check
Email security and AI discoverability scores for any domain, with the exact DNS record or tag to fix. Five read-only tools, no account or key needed.
Unipile
Unipile MCP server: LinkedIn MCP (Sales Navigator, Recruiter), WhatsApp, Instagram, Telegram and email MCP for coding agents. Build your LinkedIn, WhatsApp and email API integration from Cursor, Claude Code, Codex.
AskWatch Google Search Console MCP
Ask Google Search Console in plain language from Claude, ChatGPT, Cursor or Claude Code. Connect your Google account once and AskWatch issues a personal link: no Cloud project, no credentials.json, nothing to run or host
Firma.dev Cheap E-Signature API
Firma.dev Cheap E-Signature API is a remote MCP server available at https://docs.firma.dev.
Taklo
Official MCP server for Taklo, all-in-one software for installation and maintenance companies in the Netherlands and Belgium (CRM, work orders, quotes, invoicing, VAT). Gives AI assistants live answers about Taklo's pric
FlatHunt
Search and compare furnished apartments, studios and rooms in Berlin across multiple housing providers. FlatHunt supports filtering by budget, location, move-in date, rental duration, property type, size, amenities and r
Senaro Personal Finance
Credit card payoff, mortgages, refinancing, 401(k), rent vs buy. Every rule and default is cited. No sign-up, no API key. Calculation only, not financial advice.
Mentio
Social listening for AI agents. Mentio's remote MCP server lets Claude, Cursor, Codex, VS Code and any MCP client search and triage every mention of your brand, competitors and topics across 16 platforms: Reddit, X, Hack
localscreenshot - website screenshot mcp for ai agents
localscreenshot is a Website screenshot MCP server and API available at https://localscreenshot.com/api. Localscreenshot screenshot api turns any public web page into an image or a PDF. Take the capture from one of 227 c
ETFIQ
Independent data on US-listed ETFs and benchmarks for model portfolios, recomputed nightly from public filings and prices. Every figure comes with its source and as-of date and a ready citation. 14 read-only tools, no AP
Stackcut
See what your software really costs and what to cut: cheaper plans, alternatives and build-it-yourself paths, priced from public list prices and your own usage.
Goldsky
Search and read Goldsky docs from your AI tool: Feeds wallet balance and transfer APIs, prebuilt onchain datasets, Turbo pipelines, Subgraphs, and Edge RPC across 150+ chains.
draw.io
Official draw.io MCP app: create diagrams from Mermaid or draw.io XML and view them inline in your AI chat.
Sleek
Design your mobile app UI with AI, then have your coding agent build the real app from it.
iDevice Buyer's Guide
Independent buyer's guide for wearables and phones: buy now or wait, compatibility, prices, release history and news. Every fact is sourced and labelled with how sure we are. Free, read-only, no sign-in.
litshrine
A quiet place for agents to make wishes, light a daily lamp, and receive a reviewed oracle. Six MCP tools support registration, wishes, lighting, oracles, status, and shrine search.
Firecrawl
Firecrawl's hosted MCP endpoint: search, scrape and parse the web with no API key, or add a key for the full tool set.
DeFade
Memecoin rug pull forensics for AI assistants. Scan any token on Solana, Ethereum, Base, BSC, Robinhood, Arc or Hyperliquid for launch bundles, snipers, insider networks, funding origins, dev wallets and a 0-100 rug scor
Scento Perfume API (MCP server): free fragrance API, no key
Scento Perfume API is a free fragrance API and perfume notes database for developers and AI agents. Search 1,500+ perfumes and 400+ ingredients, compare scents, find similar perfumes, map scent families and build occasio
Cromanion
Set up and run Cromanion, the autonomous conversion agent, on a website you manage for someone.
ProfessionalHeadshot.io
Official LinkedIn, Slack and GitHub profile photo specs with sources, headshot style guides by use and industry, and a free 0-100 headshot audit. No API key needed.
fixRAgent maintenance triage
One photo of a building problem becomes a Triage Profile in about ten seconds: what the asset is, how urgent it is (EMERGENCY, TODAY, THIS WEEK or WHENEVER), which trade to call, and what to tell the resident. For proper
Final POS – Custom POS Builder
Build custom POS apps with your AI agent. Final's MCP server lets developers scaffold checkout flows, adapt vetted screen blueprints for counter POS, self-checkout kiosks, restaurant ordering and payment terminals, previ
Shortimize
Track and analyze short-form video from your AI assistant: TikTok, Instagram Reels and YouTube Shorts accounts and videos, views, growth, history and collections.
Logimu Shopping MCP
Amazon (US, UK, DE, CA, AU, FR, IT, ES, JP, MX, BR) and Walmart US product data for Claude, ChatGPT, Cursor and any MCP client: ranked product search, prices, stock, sellers and the Buy Box, price and sales-rank history,
MySSAgent Social Security Claiming Estimator
Optimal Social Security claiming, in minutes. MySSAgent's free estimator takes a birth month and year and the full-retirement-age benefit from an SSA statement, and returns a benefit table for every claiming age still op
CoinGecko
Free, keyless CoinGecko MCP endpoint for live crypto prices, market data and onchain DEX data in AI assistants.
SHIP
Assign Linear, Jira or GitHub issues to an AI coding agent team. Its coding agents plan and build each change, run code review and tests, and open a pull request in your GitHub repository.
Kodza
Free premium UI components in plain HTML, CSS and vanilla JS. Your assistant finds one and wires it in.
PageToVid
Turn any web page into a narrated video: PageToVid films the real site, writes the script, voices it with AI in 13 languages, captions it and renders an MP4 (16:9, 9:16 or 1:1). It also animates your own content — number
Double AIgents DSAR (GDPR deadlines, breach clock, letters)
Free, read-only MCP server for GDPR subject access requests (DSARs) and data breaches in the UK, EU and Switzerland: DSAR deadlines, the 72-hour breach clock, letter templates and fixed quotes for outsourced DSARs. No ke
Monotype Fonts
Get font recommendations from Monotype's library and identify fonts in images with WhatTheFont, inside your AI chat.
TaxAct
Ask Claude about TaxAct filing costs, refund estimates, tax deadlines and the documents you need, with no TaxAct account.
Dex
Manage your Dex personal CRM contacts, notes, reminders, calendar and email search from any AI assistant.
golfdata.online - Verified Golf Clubs
Verified golf club data for AI agents: holes, par, address, phone, booking links, facilities, visitor rules and green fees for golf clubs in Spain (Canary Islands and mainland), expanding across Europe. Every fact comes
DrUrls
DrUrls audits websites for SEO, and its MCP server lets Claude, ChatGPT, Claude Code, Cursor or VS Code work with those audits directly: list your sites with their latest score and grade, read each issue across SEO, perf
Sabre Developer Hub
Sabre's official read-only MCP server for searching and reading Developer Hub API docs, specs and agent skills.
foodora
Find nearby restaurants, search dishes and cuisines, and browse menus and prices on foodora from an AI assistant.
SlidesGPT
Generate full presentation decks inside Claude and restyle them with 18 themes, no account or API key needed.
Speko
Public, read-only Speko Docs MCP for searching Speko's voice-AI API, SDK and migration docs, with no sign-in needed.
Seam
Free, public MCP server that gives AI coding assistants Seam's API docs, API spec and supported device catalog.
Yes2SDK
Hosted MCP server that gives AI coding assistants the Yes2SDK docs, platform compliance rules and a build validator.
Vuetify MCP
Official hosted MCP server that gives AI coding assistants Vuetify component APIs, guides and upgrade rules.
Mr BnB Santiago
Search availability, get a price quote and a booking link for furnished short-stay apartments in Santiago, Chile. Read-only, no login.
foodpanda
Hosted MCP server that lets AI assistants find nearby foodpanda restaurants, search dishes and read vendor menus.
Sugra API
Give AI agents 1,600+ finance, macro, sanctions/KYB, network, news, earth and research data endpoints through one MCP server.
PosterMyWall
Search PosterMyWall's template gallery from an AI chat and open any flyer, poster or social post design in PosterMyWall.
Compiler Explorer
Built-in, no-auth MCP endpoint that lets AI agents compile code, read assembly and share Compiler Explorer links.
commercetools Knowledge MCP
Free, no-auth MCP server that lets AI agents search commercetools docs, fetch GraphQL and OpenAPI schemas, and validate API calls.
Ruzora
Hiring tools for teams working with senior software engineers in Latin America: role scorecards, job posts and pay-transparency checks, resume triage, interview kits, vetted-engineer search, open roles, and shortlist req
AppGoat
App Store and Google Play data for agents: apps, reviews, keyword research, top charts, competitors and ASO audits.
Shopify Speed Check
Check any Shopify store's PageSpeed and Core Web Vitals, find the apps and scripts slowing it down, compare Shopify plan fees, and get a headless estimate.
Webinar MCP Server for WordPress, also WooCommerce, Email Automation
WordPress MCP integration for authorized site, WooCommerce and email-automation workflows.
BRS Signals
Bitcoin market-signal research using mempool, funding and flow observations with a public rejection funnel.
Urantia Papers
Read-only research tools for the Urantia Papers, including paragraph lookup, keyword and semantic search, named entities and Bible cross-references.
Insuro
Manage an insurance policy vault from AI chat, including policy documents, renewal reminders and coverage questions. Does not sell insurance or provide personal financial advice.
スコアの算出方法
- 接続性（25）：エンドポイントが Streamable HTTP で応答するか、その速さ。
- プロトコル（15）：有効な initialize 応答、比較的新しいプロトコルバージョン、serverInfo と capabilities の宣言。
- 認証（15）：オープンなサーバーは満点。サインインが必要なサーバーは OAuth の検出性で評価します——WWW-Authenticate 付きの 401、保護リソースのメタデータ、認可サーバーのメタデータ、クライアント登録の手段。
- ツール（35）：ツールが列挙でき、説明・有効な入力スキーマ・アノテーションがあるか。ツールを確認できないサインイン型サーバーは、残りの項目で採点し 100 点満点に換算します。
- 掲載情報（10）：mcp.so 上のアイコン、説明、ドキュメントへのリンク、概要。