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.
Dbmigratepro Migrations
4.1/10Move a database between providers, or convert MySQL to PostgreSQL, with integrity verified.
MCP Server
4.1/10Open, verified shop database for AI agents: products, offers, price comparison, trust and coupons.
MCP Server
4.1/10An app builder for agents. Your agent creates screens, a Postgres database, and a live URL.
Anisongs
4.1/10Accurate anime-song (anison) database for AI-built playlists — export to Spotify/Apple/YT Music
Drupal Code Query
4.1/10Drupal core API changes, contrib usage, upgrade readiness, patch verdicts, code search, SQL.
MCP Server
4.1/10Manage HepCloud (Turkish cloud) servers and managed PostgreSQL from your AI assistant. OAuth 2.1.
Engram
4.1/10Versioned agent memory in your own Postgres: portable context, permissioned, audit trail.
MCP Server
4.1/10Every figure re-checked against SQL-computed facts; unsupported questions refused with the reason.
Wheel Atlas
4.1/10Open bicycle wheelset database: specs, weights, rim depths, UCI approval, prices in USD/EUR/GBP/AUD.
Salesql
4.1/10Find verified B2B emails and phone numbers; search and enrich people and companies for prospecting.
Football Database And Results
4.1/10Historical football results, draws and no-draw streaks. 11 read-only tools, 6 need no API key.
Terminal
4.1/10Mongolia's signed macro data terminal: 2,500+ series, Ed25519 passports, curve/FX/CPI/MSE.
Juudd
4.1/10Put an AI-written project online: a site on a subdomain with a Postgres database of its own.
Rabbitmq Elasticsearch Postgres Stack Generator Elasticsearch Elasticsearch
4.1/10RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch)
Ai2Sql
4.1/10Generate, fix, explain and run read-only SQL on PostgreSQL, MySQL and SQL Server
Site
4.1/10Football Trials Database: the site's own MCP server — checker, enquiry (enquiry = a human...
Site
4.1/10Landlord Database Check: the site's own MCP server — checker, enquiry (enquiry = a human...
Database
4.1/10Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.
Combined
4.1/10Query synced business data with scoped, read-only SQL and freshness through MCP.
Lathe
4.1/10Postgres, Redis, CouchDB, NATS, your app and its sign-in on one dedicated machine, one flat price.
MCP Server
4.1/10Web scraping runtime for agents: parsers, scrapes, batches, crons, and SQL databases.
Dataset To Database
4.1/10Push rows from a dataset, file or Google Sheet into a Postgres, Supabase, Neon or MySQL table.
Schema
4.1/10The AI that understands raw data: Schema over your tables and databases, as MCP tools.
Max Eats Out
4.1/10Editorial guide to restaurants and bars — hand-picked venues with opinions, not a places database
Documentary Database
4.1/10Search public documentary film reference pages and check which titles stream on GuideDoc.
Aevia
4.1/10AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems
Build
4.1/10Start a NorthernGo cloud build from Cursor, Claude or Codex. EU database included.
Memoric
4.1/10Provenance-first database for teams and agents: every value carries sources, rules and coverage.
Mythex
4.1/10Build and publish web apps from your AI client: live preview, Postgres, storage, public URL.
Iis Rescue
4.1/10Legacy IIS, classic ASP and SQL Server migration: paths, FAQ, end-of-support dates, fit assessment.
Shopify Store Database
4.1/10Search, count and inspect 2.6M+ live Shopify stores by apps, tech stack, theme and country.
Market Data
4.1/10US stocks and options data via SQL: bars, ticks, greeks, fundamentals, filings. No key.
Hosting
4.1/10EU web hosting for sites built in chat: publish, own domains, mail, a Postgres database, Node apps.
Openbash
4.1/10Primary data as bash programs: trials, filings, customs, rentals, rank, OCR and SQL.
Lakehousebox
4.1/10Read your Iceberg tables hosted in Europe: find tables, run read-only SQL, view photos.
Prediction Market Data
4.1/10SQL over 2.2B rows: settled Kalshi and Polymarket markets, 1-second crypto prices, sports and more.
Cloudovna
4.1/10Order, configure and deploy Docker containers and PostgreSQL or SQL Server databases in the EU.
Anomaly
4.1/10AI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back
Aifordatabase
4.1/10Ask your databases questions in plain English, run read-only SQL and set up data alerts.
MCP Server
4.1/10AI agent platform: hosting (VMs, Postgres, Redis, storage), media generation, an inbox per agent.
MCP Server
4.1/10Deploy apps and databases on Skiffly: projects, services, deployments, logs, variables, domains.
Thrustlab
4.1/10Simulate electric UAV powertrains and search a public motor, propeller and battery database.
Recalls
4.1/10Check US recalls for a car, a baby product, a food or a medicine in the official recall databases.
Ludoteca
4.1/10Open video game database: where to buy each game, store IDs, studios and publishers.
Episodes
4.1/10Lookups over an unofficial Family Guy database: episodes, seasons, characters, cast, crew and facts.
MCP Server
4.1/10Deploy services, add databases, run agents, read logs, check vulnerabilities and publish pages.
Saturnsql
4.1/10Query Postgres, MySQL, SQL Server, Oracle, BigQuery, ClickHouse and Redshift from your AI client.
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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.