The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
Qj Api MCP
4.7/10Broad, OAuth-protected provider and financial-domain API tools for research agents.
Hot Trending MCP
4.7/10MCP server aggregating hot-search boards from 8 Chinese platforms (Weibo, Zhihu, Bilibili, Douyin).
Manto
4.7/10Publish, search, and promote time-sensitive news and messages through a public remote MCP server.
Google Maps MCP Server
4.7/10Search Google Maps businesses via MCP - name, address, phone, rating, hours, GPS.
Atlaxy
4.7/10Search 500+ AI products, models, agents and orgs with explainable scores. Read-only MCP for Atlaxy.
Clearhouse
4.7/10One search across every agent registry: 100K+ MCP/A2A/x402 services, signed receipts.
Business Oss
4.7/10Verified business OSS MCP for search, RSS, crawling, documents, browser, media and transcription.
Kata
4.7/10Deterministic research automation with live OpenAlex search and reusable workflow programs.
Subsidy Ai
4.7/10Search Japanese subsidies and public company data using J-Grants, gBizINFO, and EDINET.
Scrapeless MCP Server
4.7/10Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.
MCP Server
4.7/10Crypto security, honeypot detection, wallet analysis, and token risk scoring across 31 blockchains.
Polymnemo
4.7/10Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).
MCP Server
4.7/10Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.
MCP Server
4.7/10Private, EU-hosted email for AI agents over JMAP: read, search, reply, organize, send.
Novada MCP
4.7/10Search, extract, crawl, map, research, scrape 16 platforms, browser automation, proxy — one API key.
Worklore
4.7/10Search worklore stories and x-ray any skill or story capability tier (T0-T4) before you run it.
Public
4.7/10Read-only opt-out guides, removal routes for 950+ data brokers, and privacy library search.
Airbnb Data
4.7/10Airbnb search, listing details, and calendar availability as clean structured data.
Amazon Product Data
4.7/10Amazon search and product extraction: titles, prices, ASINs, and listings as clean JSON.
App Data
4.7/10App intelligence across Google Play and the App Store: details, reviews, and search in one API.
Google Serp
4.7/10Structured Google search, news, and local results at scale - organic results, news, and local packs
Government Tenders
4.7/10Search government tenders and public procurement opportunities with structured results.
Jobs Search Multi
4.7/10Search job postings across Indeed, LinkedIn, and more from one request - titles, companies
Keyword Research
4.7/10Keyword ideas and question discovery for any seed term - volumes, difficulty, and SERP intent.
Niubiagent
4.7/10Search and monitor source-backed AI agent ecosystem signals, briefings, deltas, and source health.
Vend Api Merchant
4.7/10Pay-per-call web intel: extract, search, link check, domain, geo, Nano. Settled via Nano x402.
Voya Homes
4.7/10Read-only Voya Homes search for date-bound availability, prices and property details.
Machinerealms
4.7/10Machine-native research commons for agent evidence, discovery, rooms, and bounded research quests.
Tvmaze MCP Server
4.7/10Search TVmaze shows, next episodes in your timezone, episode guides, daily TV schedules, and cast.
Agentic Inbox
4.7/10Read and search FranklyMail email and prepare drafts, replies, and forwards for human approval.
Campus Jobs Radar
4.7/10China state-owned enterprise campus recruitment: search jobs, deadlines, official source links.
Wiretensors
4.7/10Neutral, verified AI tool reviews — search, compare and get recommendations across 260+ tools.
MCP Server
4.7/10Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links.
Inaturalist MCP Server
4.7/10Search iNaturalist sightings, identification threads, phenology, and look-alike species.
MCP Server
4.7/10MCP connector for Liftaven SEO research, connected search reports and reviewed website proposals.
Joint Genesis MCP
4.7/10Physician reviewed research on joint pain, osteoarthritis, and relief options from Dr. Mark Weis
Openings
4.7/10Search jobs on verified employer job boards. Every link is the employer's own posting.
X402 Tools MCP
4.7/10Pay-per-call research tools for AI agents, paid via x402 USDC. Remote MCP, one free tool.
Nutrition
4.7/10GLP-1 calorie and protein targets with a dose aware appetite ceiling, plus food and recipe search.
Qquickpick
4.7/10Search movies/TV by mood, genre, score, cast, and awards, filtered to what's streaming near you.
Borglayer MCP
4.7/10Search, appraise & buy domains across 5 chains (USDC/USDT/USD1/USDG) via verified escrow.
Grantsgov MCP Server
4.7/10Search Grants.gov funding opportunities and read full records: eligibility, awards, deadlines.
Zenodo MCP Server
4.7/10Search and resolve Zenodo datasets, software, and publications by DOI; trace versions and funding.
Animal Checklist
4.7/10Search animals in eight languages with habitats, countries, photos and source credits.
MCP Server
4.7/10Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Polopan Fashion MCP
4.7/10Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Datacite MCP Server
4.7/10Search DataCite datasets and software, fetch DOI metadata, trace relations, format citations.
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.