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.
Dealscanner
4.9/10Search real-estate deals, rank top areas, run rental/BRRRR/flip analysis, pull sold comps.
Goldencheck
4.9/10Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Goldenflow
4.9/10Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
Goldenmatch
4.9/10Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Goldenpipe
4.9/10One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
Infermap
4.9/10Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
MCP Server
4.9/10Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
Dropthis MCP
4.9/10Publish HTML, files, or a URL to a permanent public URL, then update it — from any MCP agent.
Data On Demand
4.9/10Made-to-order data for AI agents: company intel, B2B contacts, scraping. Pay per call via x402.
Datos Ar
4.9/10Argentina 'Series de Tiempo' MCP — national time-series API (apis.datos.gob.ar).
Opendosm My
4.9/10data.gov.my / OpenDOSM (Department of Statistics Malaysia) — official Malaysian open-data API.
Mid Continental MCP
4.9/10Public catalog, company & B2B distribution info for Mid-Continental Dental Supply (Renew line).
Financegenius
4.9/10India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; NAV lookup; RAG.
Socialloop MCP
4.9/10SocialLoop: AI-native event platform — sell tickets, manage guests, run affiliates & promo codes.
Slipstream
4.9/10Shared distillation cache for AI agents — every fetch ~73-89% fewer tokens via a shared cache.
MCP Server
4.9/10Deploy serverless TypeScript on Val Town: HTTP vals, cron, SQLite, email, OAuth.
Doom
4.9/10Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.
Canvora
4.9/10Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in 150+ languages
Painspotter
4.9/10AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.
MCP Server
4.9/10SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
MCP Server
4.9/10AI business intelligence: sign up, ingest data, run analyses, generate reports from any MCP client.
Revelica
4.9/10Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.
MCP Server
4.9/10AI-native scheduling: check availability, book meetings, cancel and reschedule via MCP
Bofip
4.9/10Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Etalab 2.0.
Control Plane
4.9/10Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.
Dial
4.9/10Communication stack for AI agents: SMS, AI voice calls, phone numbers, and account events.
Airtreks MCP
4.9/10Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.
Synapse Network MCP Server
4.9/10Synapse Network MCP paid API calls via discover_services; not Synapse.org/Sage Bionetworks Synapse.
Tradeos MCP Test
4.9/10[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm or HTTP.
Conversor Iae Cnae
4.9/10The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, RETA quota.
Jobs MCP Proxy
4.9/10AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.
Intentions MCP
4.9/10Personalized timing intelligence for AI agents — ask 'should I do X on this date?'
Container Tracking
4.9/10DCSA container tracking across 228 ocean carriers: live vessel positions, ETAs, demurrage alerts.
Memside
4.9/10AI continuity and Library Templates: memories, profiles, rules, tasks, and checkpoints.
Authenticated Llm Agent
4.9/10JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
Authenticated MCP Agent
4.9/10JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
Authenticated Multi Llm Agent
4.9/10Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f
Gosce Portfolio Router
4.9/10Single entry point for the GOSCE portfolio: routes orchestrators to verified agents by capability, w
Llm Observability Orchestration
4.9/10Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
Llm Orchestration Agent
4.9/10Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
Structured Output Agent
4.9/10Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte
Traced Llm Proxy
4.9/10Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t
Threews 3D Studio
4.9/10Turn text or an image into an animation-ready 3D model (GLB): generate, rig, animate, retexture.
Threews X402 Bazaar
4.9/10Discover and price paid agent services across the live x402 network, by three.ws.
Mainstreet
4.9/10Reputation oracle for AI agents on Base: SAFE/CAUTION/BLOCK + 0-100 score before you pay. x402+MCP
Bnr Ro
4.9/10National Bank of Romania (Banca Naţională a României, BNR) FX reference rates MCP. Keyless.
Bts
4.9/10U.S. Bureau of Transportation Statistics (BTS) — data.bts.gov open-data portal (Socrata platform).
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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.