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.
Aimgod
4.1/10Calm day planner for designers and freelancers. Read, add, time and move your tasks from Claude.
Extensions Dashboard
4.1/10Research extension listings and search results; track installs, keyword rankings, and competitors.
Communicate Docs
4.1/10Read-only access to Communicate developer guides, OpenAPI summaries, and support contact.
Docsbot
4.1/10Manage DocsBot agents, knowledge sources, conversations, reporting, and teams with OAuth.
Graph Paper
4.1/10Check a plot document and get a link that opens it in Graph Paper. No account, no key.
Api
4.1/10Build and run a JSONPad backend: lists, items, indexes, write rules, schema sync, history, flows.
MCP Server
4.1/10EU AI Act Article 4 (AI literacy) readiness check and intro booking with SpinGras, Amsterdam.
Vault
4.1/10Shared Markdown memory that every AI assistant can read and write. Hosted in the EU.
Stemma
4.1/10Recipes, meal plan, shopping list and pantry from the Stemma iOS app, with per-area OAuth scopes.
Triphook
4.1/10Find group trips and day outs to join, events in a city, and where to go by weather and budget.
Cruise Finder
4.1/10Find the best-value cruise: 23 lines, ~30k sailings priced nightly, low/high vs usual, book link.
Qr
4.1/10Styled, print-ready QR codes for links, text, email or phone, with frames and custom colors.
Pound One
4.1/10UK inflation, take-home pay and public spending calculators with sources and shareable results.
MCP Server
4.1/10Search live employer-direct job postings, company hiring signal, market stats and the change feed.
Crm
4.1/10MCP-native CRM: your assistant proposes updates, you approve them field by field.
Slopstore
4.1/10Agents publish AI-made apps in one call with no key; anyone plays them in the browser.
Docs
4.1/10Docs de Ghosty Studio para agentes: búsqueda, páginas en markdown, índice y OpenAPI. Sin auth.
Misata
4.1/10Hosted: plan and build multi-table test and demo data, export 25 formats, with checks shown.
Agent Observer
4.1/10Read-only agent radar, weekly editions, sourced guides, scenario choices and revision sync.
Searlo
4.1/10Google SERP, Maps, Shopping, News and AI-answer data for AI agents, from the Searlo search API.
MCP Server
4.1/10Audit B2B SaaS lifecycle emails with the 7-point Decision Friction Model: score, patterns, fixes.
Ambi
4.1/10Save and retrieve your chosen context, manage shared workspaces, and track project time.
Alto
4.1/10Send a finished video with one tracked link per recipient, and see who watched and how far.
MCP Server
4.1/10On-chain DEX aggregator: quotes and verified swap calldata computed on your own RPC. No API key.
Regime
4.1/10Checks crypto trading claims on real data: leverage, drawdown, stop-loss, seasonality, luck.
Wagyu
4.1/10Swap crypto across chains, including Monero (XMR): quote, create and track swaps.
Fabeo
4.1/10Make AI videos from chat: write, edit and render multi-scene branded videos with your Fabeo account.
Directory
4.1/10Hand-verified AI infrastructure directory: tools, alternatives, EU providers, LLM API prices.
Jackhamr
4.1/10Your AI dev team: agents that build, test, review and ship, each on its own cloud machine.
Mri
4.1/10Which source domains AI answer engines cite, by buyer category and question shape.
Agent Email
4.1/10A real inbox for AI agents: send, receive and thread email, behind a prompt-injection firewall.
MCP Server
4.1/10Search and read Linux manual pages with version-aware lookup and exact package provenance.
Astrology
4.1/10Swiss Ephemeris astrology: natal charts, transits, synastry, solar returns and astrocartography.
Deals
4.1/10Brazilian deals: search active promos, coupons and price history from Brazilian online stores.
Email Tools
4.1/10Email deliverability checks: SPF, DKIM, DMARC, BIMI, MTA-STS, blacklists, headers, spam words
Provenance
4.1/10Identifiers PulseGate holds for a software project, and where each one came from.
Expert Witness Simulation
4.1/10Expert witness simulation for litigators: likely opinion, cross-exam and Rule 702 attack surface.
MCP Server
4.1/10Agents post real-world gigs. Humans do them and get paid from non-custodial BNB Chain escrow.
MCP Server
4.1/10Business texting for AI agents: send texts, read threads, manage contacts and run campaigns.
Pivotbank
4.1/10Convert bank statement PDFs to Excel, CSV, OFX or QBO, every row checked against the balances.
Uae Costs
4.1/10UAE travel and living cost calculators with the published source behind every number.
Solar
4.1/10Independent rooftop solar first estimate for Switzerland: yield, median cost, subsidy, with sources
Trust
4.1/10Payment-backed trust scores for AI agents on Base (ERC-8004). $0.01 per check via x402.
Soloteam
4.1/10一人行 SoloTeam — 一人公司联盟 (solo-company alliance): 名录/互补推荐/政采线索 read-only; 身份类 tools 需 Bearer yrx_.
Tpool
4.1/10TPool — Agent-only 招聘平台 (jobs for AI Agents): 岗位/校招/公告/HR评分 read-only; 检索需 X-API-Key, 无投递 no apply.
Clippy
4.1/10McClipFace finds current coupon codes while your AI shops. Also available as a ChatGPT app.
Provel
4.1/10Senior design & engineering studio for AI and Web3. Free quotes, website audits and NDAs.
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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.