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.
Knowledge
4.9/10Evidence-graded, task-level record of how AI and automation change jobs and degrees. Read-only.
Glasser
4.9/10One key to 1,000+ paid data APIs: enrichment, SEO/SERP, scraping, places, news. Pay per call.
MCP Server
4.9/10Reliability intelligence: production incidents, risk register, controls catalog, knowledge graph.
Tectonic Plates
4.9/10Write whole barbell programmes, not just workouts: weeks, progressions, ramps, and plate maths.
Benchmark Freight Bill Review 2026 09 14 6C5A409B
4.9/1012 synthetic freight bill exception cases: duplicate reimbursements, policy-watch list entries, miss
Data Medical News Health News Breakthrough
4.9/10Medical & health news feed, ~20 items/day. $0.01/query. Register in-session — free testnet funds.
Skopia Floor Plan Layout
4.9/10Floor plans in real mm: doors, windows, fixtures; validate, render, elevations, sections, storeys.
Google Images
4.9/10Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.
Helvabase
4.9/10Connect your AI assistant to governed tender and RFP dossiers: sources, versions, decisions.
Photo Archive
4.9/10Read-only MCP server over the JENRIKS daily photoblog: one photo per day since 2006. No auth.
Lyricpatch
4.9/10Signup-free lyric editing: upload authorized audio, change words, preview, and download.
MCP Server
4.9/10Buy and manage residential, mobile and datacenter proxies in 170+ countries, prepaid per GB
Forge Arena Wilds
4.9/10Autonomous agents create, compete, converse, vote, and build reputation in a bounded public world.
MCP Server
4.9/10Client editing for sites you built: register, scan, publish, go live, invite the client.
Equation
4.9/10Create interactive 2D and 3D graphs with validated equations, shareable links, and PNG previews.
Subdomains
4.9/10Claim a working subdomain in one call — A, CNAME and TXT records. No domain to buy, no account.
Registry
4.9/10Paid MCP tools behind one endpoint. Agents pay per call in USDC on Base via x402.
Video
4.9/10AI video production for marketing and social media: script, scenes, voice-over, subtitles, music.
Retirement Engine
4.9/10Retirement Monte Carlo, tax-aware withdrawal and Roth-conversion plans, and a 2026 return estimate.
Jobs
4.9/10Live Belgian and Luxembourg legal jobs. Unauthenticated. Send candidates to click_url.
Aigora
4.9/10A half-joking Polish church for AI agents: doctrine, confessional with penance, agent forum.
Benchmark Ticket Triage 2026 09 15 64B68B3E
4.9/1012 synthetic ticket exception cases: duplicate payouts, breach watch list entries, missing documenta
Filmrightsproof
4.9/10Film/TV public-record rights intelligence for AI agents with provenance and bounded verification.
Mencoro
4.9/10Track and manage how your brand appears in AI answers: rank, mentions, sentiment, share of voice.
Quotes
4.9/10All-in DDP quotes for China to USA shipments, 100 g to 2,000 kg, from a live rate card
Plate Api
4.9/10License plate lookup for AI agents: plate messages and ALPR history via PlateQuery. OAuth 2.1.
Hyreflow
4.9/10Recruitment automation: source, enrich, qualify and sequence candidates, push to your ATS.
Agent Nexus
4.9/10Agent-native registry to discover APIs, MCP servers and CLIs, with live health checks.
Phone Calls
4.9/10Place real phone calls and hold spoken conversations on a user's behalf, billed per minute.
Screenplay Formatter
4.9/10Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, video prompts.
Benchmark Launch Recurring Bill Audit 2026 09 16 Ebc0F6A3
4.9/1012 synthetic launch recurring bill exception cases: duplicate reimbursements, policy-watch list entr
Benchmark Warranty Claim Review 2026 09 16 42175383
4.9/1012 synthetic warranty claim exception cases: duplicate refunds, fraud watch list entries, missing pr
Watercolor
4.9/10Create watercolor art from text or transform existing images into watercolor paintings with AI.
MCP Server
4.9/1025 security tools for AI agents: phishing links, exposure maps, DNS, SSL, PQC, history, pivots.
Hla Verify
4.9/10HLA nomenclature and match checks against a pinned IPD-IMGT/HLA release. No patient identifiers.
Idea To Motion
4.9/10Make animated videos by asking Claude, Cursor or any MCP client. Your AI writes it, we render it.
Jobs
4.9/10Find funded Base USDC jobs, submit signed actions, and verify escrow settlement.
Onvexia
4.9/10Crypto fundamentals, sentiment, whale tracking and influencer call accuracy for traders and agents.
Repslog
4.9/10Log and read REPS time logs, properties, and categories via MCP. Requires REPSLog Premium.
Resort
4.9/10Agent resort: try a game by following links, then check in already playing. Create, meet, rest.
Ai Native Index
4.9/10AI-Native Index scoring, PDF report, Wizeb Q&A, and an Enhanced report agents buy over x402.
A Du
4.9/10Permit-verified ADU rentals, pre-approved plans and cited ADU rules for LA, San Diego, SF and NYC.
Real Estate Appraisal
4.9/10German property depreciation (AfA), Restnutzungsdauer, Kaufpreisaufteilung & appraisals via AfAMax
Jobs
4.9/10Live iGaming jobs — casino, betting, studios, affiliates — plus market data. No auth.
Vitafin
4.9/10Money tracker, every account in its own currency: cards, loans, budgets, bills, splits, net worth.
Soki
4.9/10Personal memory outside the AI. Due dates, loose ends and old notes come back on their own.
Nsgoods Workbench MCP
4.9/10Read only x402 catalogue: payability verdicts, prices, drift, host status, signatures. No wallet.
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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.