Live · updated 9 hr ago 42,863 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 42,863
Categories 18
Official Servers 0
Remote-Hosted 27,619

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.

Kyras

4.1/10
ai.kyras/kyras

Marketing analytics from your real data: GA4, Piano, Matomo, Shopify, Google Ads, Meta Ads.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote

Naturali

4.1/10
ai.naturali/naturali

Configure AI agents, give them knowledge and tools, and read back every generation they run.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Organicus

4.1/10
ai.organicus/organicus

Your brand's visibility in AI assistants: audit findings, weekly answers, and work to approve.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Pozeidon

4.1/10
ai.pozeidon/pozeidon

Analyse ads and manage creatives across Meta, Google Ads, AppLovin, Unity, Mintegral and TikTok.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Company Context

4.1/10
ai.salespeak/company-context

Answers about your own company from its recorded knowledge, and shows where its sources disagree.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

4.1/10
ai.swingfactor/mcp

Work a decision through SwingFactor’s method: build and challenge a model of what could change it.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

MCP Server

4.1/10
ai.thedesignagent/mcp

A design agent in your coding agent's loop: briefs each screen, reviews UX and visual quality.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Tigertiger

4.1/10
ai.tigertiger/tigertiger

Chief of Staff, strategy and writing tools that give your Claude subscription structure and memory.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Wayb

4.1/10
ai.whatareyoubuilding/wayb

A catalogue of indie products, not a registry of MCP servers. Reading needs no credential.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Awardia

4.1/10
app.awardia/awardia

EU public tenders for AI agents: open tenders, award history, competitors and bid intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

4.1/10
app.call2me/mcp

Place real phone calls, read transcripts, run a live interpreter and buy numbers.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Research

4.1/10
app.cutgpt/research

Free fact-checks, papers, source vetting, plus verified AI pricing, comparisons, guides, and tools.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Instagram

4.1/10
app.hooksend/instagram

Instagram comment-to-DM automation your AI can set up and leave running, on the official Meta API.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Koboshi

4.1/10
app.koboshi/koboshi

Save vocabulary from any AI chat; see each word in every language you know; review it with FSRS.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Lexpad

4.1/10
app.lexpad/lexpad

Your vocabulary notebook: save, browse, edit and practise your own words with spaced repetition.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Ai Text

4.1/10
app.openkrill/ai-text

Paste a draft and see the habits that make writing read like it came from an AI model.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Api

4.1/10
app.openkrill/api

YouTube transcripts, open jobs from careers pages, app store reviews and X posts for AI agents.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Business Days

4.1/10
app.openkrill/business-days

Count working days between two dates, add business days to a date, or list public holidays.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Buyersignals

4.1/10
app.openkrill/buyersignals

Companies with a recent, dated, public sign they may buy, from SEC filings and job boards.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Cars

4.1/10
app.openkrill/cars

Check a US car: decode a VIN, see recalls, crash ratings, owner complaints and fuel economy.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Catalog Qa

4.1/10
app.openkrill/catalog-qa

Check an online store's product catalog before you import it or send it to a shopping feed.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Citations

4.1/10
app.openkrill/citations

Paste a bibliography or a single reference and find out whether the papers are real.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Company Jobs

4.1/10
app.openkrill/company-jobs

Open jobs at the companies you name, read straight from their public careers boards.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Countrystats

4.1/10
app.openkrill/countrystats

Official economic and demographic figures for a country, with IMF projections and World Bank data.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Cve

4.1/10
app.openkrill/cve

Triage a CVE: how severe it is, whether it is exploited, and how likely exploitation is.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Dev Facts

4.1/10
app.openkrill/dev-facts

Software end-of-life dates, open-source licenses, browser support for web features and RFC facts.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Browser streamable-http Remote

Docs

4.1/10
app.openkrill/docs

Count the words in a text, make a calendar .ics file, or turn a table into a CSV file.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Calendar streamable-http Remote

Food

4.1/10
app.openkrill/food

Look up a packaged food by barcode, search and compare products, and check listed allergens.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Hire

4.1/10
app.openkrill/hire

Split a job into work AI can do now, work AI drafts for a person to approve, and work for a person.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Industry Pulse

4.1/10
app.openkrill/industry-pulse

What happened in AI coding agents like Claude Code, Codex, Cursor and Copilot, and what people say.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Live Card

4.1/10
app.openkrill/live-card

Turn a cover and a short animation, supplied as HTML, into an Apple Live Photo, an MP4 and a GIF.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Lpcheck

4.1/10
app.openkrill/lpcheck

Read a liquidity pool's volume, TVL and fee APR over 1 and 7 days, and spot a short APR spike.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Mailcheck

4.1/10
app.openkrill/mailcheck

Check how a domain is set up for email and who it is registered with, from public DNS data.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote

Market Indicators

4.1/10
app.openkrill/market-indicators

Calculate SMA, EMA, RSI, MACD, Bollinger Bands, ATR, stochastic and VWAP over a price series.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Names

4.1/10
app.openkrill/names

Check whether the domain for a startup, product or business name is already registered.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Outreach Desk

4.1/10
app.openkrill/outreach-desk

Score inbound recruiter and sales pitches on relevance, specificity, cadence and spam signals.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Packages

4.1/10
app.openkrill/packages

Check an npm or Python package, or a package.json, for vulnerabilities and upkeep.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote

Papers

4.1/10
app.openkrill/papers

Find research papers and arXiv preprints, and get an abstract and free full text from a DOI or id.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote

Postkit

4.1/10
app.openkrill/postkit

Turn a topic into posts that fit each platform, short video scripts, and an animated launch clip.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Recalls

4.1/10
app.openkrill/recalls

Check US recalls for a car, a baby product, a food or a medicine in the official recall databases.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Send Out

4.1/10
app.openkrill/send-out

Turn assistant output into ready-to-send action links and files, with no sign-in.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Site Check

4.1/10
app.openkrill/site-check

Look at what your website or online store tells crawlers, link previews and AI agents.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Web Scraping streamable-http Remote

Store Prices

4.1/10
app.openkrill/store-prices

Ask what an online store sells, what it charges and what changed since the last time anyone looked.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Tariffs

4.1/10
app.openkrill/tariffs

Find candidate customs tariff codes for a product and read the import duty on a code.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Taste

4.1/10
app.openkrill/taste

Turn the reference images you collect into a written design taste your assistant can follow.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Tax

4.1/10
app.openkrill/tax

Get the US federal tax numbers right, with the IRS document each one comes from.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Trade Chart

4.1/10
app.openkrill/trade-chart

A candlestick chart for a public ticker, with volume, the indicators you name and a plain read.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Transcript Kit

4.1/10
app.openkrill/transcript-kit

Turn a recording you own into a timestamped transcript with SRT and VTT captions and clips.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Free · No spam

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.