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.
MCP Server
4.1/10AI ad creative generation: brands, Brand DNA, asset uploads, image and video generation.
Time Machine
4.1/10AI-powered corporate learning platform — manage courses, users, and insights via Claude.
Lukija
4.1/10Continue Finnish reading and practise saved words from an authenticated Lukija account.
Directory
4.1/10Search uneed.best's curated product directory: launches, rankings, deals and alternatives
Signals
4.1/10Millions of dated buying and momentum signals: who raised, who's hiring, what changed and when
Public Knowledge
4.1/10Read-only CalvingWatch product, tester, camera, privacy and safety facts; no customer data.
Caudexcatena MCP
4.1/10Blockchain intelligence for tracing funds, screening addresses, and investigating on-chain activity.
Xero Backup Export
4.1/10Complete read-only backup and export of Xero accounting data as a ZIP plus a manifest.
Mapmelon
4.1/10Search curated community colivings and see who else will be staying during your dates.
Pantts
4.1/10Read and manage your Pantts boards — kanban, gantt, table and graph over one shared card model.
MCP Server
4.1/10Create and manage SEO content plans, articles, projects, and publishing integrations in RankWorker.
Tabular Recipe
4.1/10Turn any recipe into a compact process table — every ingredient and step at a glance.
Carso Exchange Engine
4.1/10AI-native platform: cybernetic freight agents transact, verify, find services. Get verified leads.
Freeastroapi
4.1/10Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geocoding.
Verifieddr
4.1/10Website authority and AI visibility tools for DR, TrueDR, keywords, backlinks, and partnerships.
Agent Surface
4.1/10Five free MCP tools, including proof-before-payment preview, plus one authorized x402 pack.
Novel Factory
4.1/10Chinese web novel MCP: 36 tools (outline, prose, review, coach, KD export). BYOK, no API key.
Discovery
4.1/10Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.
MCP Server
4.1/10MCP server that lets AI assistants use all OneSchema features exposed via the public API.
Appskyline
4.1/10Track app-store rankings, history, listing metadata, reviews and competitors across four stores.
News
4.1/10GRIN-scored news for agents: discover by verdict, pull full analysis, traverse extraction graphs.
Canal Nav
4.1/10Plan canal routes on Great Britain's waterways: lock-aware timing, live closures, boat-fit checks.
Notes
4.1/10AI regulation, data protection and compliance notes from CSIDIA, plus its capability catalogue.
Endorso
4.1/10Turn product links or queries into tracked links that can earn. Carts and search too.
Resilience
4.1/10Scan/purge hidden text & score web domains: TLS, DNS, headers, speed. Free scans, $0.01 actions.
MCP Server
4.1/10Post & schedule to 32+ networks: X, Facebook, Instagram, Threads, LinkedIn, TikTok, YouTube, Reddit.
Trade Server
4.1/10Manage HaasOnline crypto trading bots, labs, backtests and HaasScript across 20+ exchanges.
Jobs
4.1/10Search 10k+ live cybersecurity jobs from 246 security companies, plus salary benchmarks and stats.
Kairos Signal
4.1/10Verifiable DePIN telemetry, 457 symbols. Self-onboard: /v1/data-dictionary. $5 free credits.
Memory
4.1/10Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.
Memory
4.1/10Give every AI you use one shared, permanent memory. Store once, recall in whichever AI you open.
Multilocale
4.1/10Manage translation projects, phrases and locales with secure organization-scoped tools and views.
Docs
4.1/10Political Comms documentation MCP server: search docs, query the docs filesystem. No auth.
Notes
4.1/10Fibre optics, OTDR, network design and data centre notes from SPLIDIA, plus its service catalogue.
Supovia
4.1/10Manage websites, help documents and customer-support conversations with safe, scoped tools.
Tenantsdb
4.1/10Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis tenants on demand.
Knowledge
4.1/10Wikipedia, Wikidata and Wiktionary as clean JSON, not HTML. 1.9M searchable. Free, no auth.
Constitution Lint
4.1/10Static linter for CLAUDE.md-style agent constitution files: 10 operational-guardrail checks.
Heartbeat Monitor
4.1/10Dead-man's-switch for cron jobs & AI agents. Import a crontab to arm one silent-miss alert per job.
Corvid
4.1/10Persistent memory for AI agents. Semantic recall by meaning, not just keywords. No signup needed.
Nekretnine
4.1/10Pretraga provjerenih oglasa za prodaju i najam nekretnina u Hrvatskoj na trazimstan.hr.
Qoory
4.1/10One Data Plane for crypto research, with 42 live tools for markets, entities, news, and signals.
Agent Rescue
4.1/10Cross-session idempotency, URLs as schema-validated JSON, and a record of missing capabilities.
Manthan
4.1/10List and create Manthan concept-card decks from an AI agent — no AI quota spent for imports.
MCP Server
4.1/10Run multi-step AI pipelines for video, image, audio and text: upload media, run, poll results.
Plero
4.1/10Operating system for creative companies: clients, projects, estimates, contracts, invoices, talent
Landlord
4.1/10RENT-ranked covered-call, CSP & wheel income ideas, your positions & Greeks. Never places orders.
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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.