Live · updated 5 hr ago 42,396 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 42,396
Categories 18
Official Servers 0
Remote-Hosted 27,237

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.

X402 Cite Check

4.1/10
io.github.dorianfields/x402-cite-check

Verify cited URLs still resolve: reachability, HTTP status and page title. x402-paid.

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

Json2Toon

4.1/10
io.github.karta9821/json2toon

Convert JSON to TOON (about 43% fewer LLM tokens) and TOON back to JSON. Free, no auth.

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

Mediaframe

4.1/10
io.github.marcioyoshida/mediaframe

US/EU and Brazil policy signals, trajectories, actors, people and edits, with sources; cited Q&A

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

Preciosano

4.1/10
io.github.martinnovoa22/preciosano

Medicine prices across Chilean pharmacies, same-ingredient brands (ISP) and on-duty pharmacies.

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

Masko

4.1/10
io.github.masko-ai/masko

Create mascots, animate artwork, and integrate transparent animations into apps and websites.

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

Landfiller

4.1/10
io.github.obrientt/landfiller

Build budget Commander mana bases with card quantities, reasoning, warnings, and shopping links.

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

Chartcraft

4.1/10
io.github.omarrim/chartcraft

Forge designed Power BI projects (.pbip) from your agent, bound to your own semantic model.

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

Priors Read

4.1/10
io.github.priors-agents/priors-read

Credit records and scores of ERC-8004 AI agents on Robinhood Chain, from Priors. No key needed.

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

Google Jobs

4.1/10
io.github.saulius876-lgtm/google-jobs

Google Jobs listings by keyword and location: title, company, salary, source board, apply links.

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

Instagram Reels Transcripts

4.1/10
io.github.saulius876-lgtm/instagram-reels-transcripts

Instagram Reels to text in bulk: transcripts with timestamps, SRT and VTT for public Reels.

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

Tiktok Transcripts

4.1/10
io.github.saulius876-lgtm/tiktok-transcripts

TikTok videos to text in bulk: transcripts with timestamps, SRT and VTT. Native captions or Whisper.

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

Factline

4.1/10
io.github.snefhew/factline

EU company, sanctions and PEP checks, x402 payee check; Dutch homes and cars. Pay per call or key.

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

Scrooge Tool Mill

4.1/10
io.github.yummlees/scrooge-tool-mill

8 pay-per-call agent tools: company card $0.03, page meta $0.002. USDC on Base via x402.

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

Tools

4.1/10
pub.qrcode/tools

Free QR code images; paid web page → Markdown, page metadata and file hosting via x402 (no API key).

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

Kijito

4.1/10
ai.kijito/kijito

Shared memory and mail for your AI agents. Verified with Claude Code; other MCP clients in testing.

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

MCP Peppol

4.1/10
io.github.DouglasGouvea/mcp-peppol

Validate EU VAT numbers in VIES and check Peppol e-invoicing, with source and date on every fact

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

Youtube Transcript

4.1/10
io.github.Skyblueballykid/youtube-transcript

YouTube transcripts with timestamps, title and channel, via residential proxy (no cloud-IP blocks).

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

Soldstack

4.1/10
io.github.aar-ont/soldstack

What secondhand clothes, shoes and bags actually sold for on Poshmark, plus buy or pass verdicts.

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

Ranger

4.1/10
io.github.alexvesely18-dot/ranger

Live US campground availability, wildfire and river conditions, and trails on public land.

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

Configure Memory

4.1/10
io.github.configure-dev/configure-memory

Bring your saved preferences, project decisions, and useful context into your next AI conversation.

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

X402 Completion Verify

4.1/10
io.github.creatordeskai-prog/x402-completion-verify

Evidence-based commerce completion checks for agents. x402 paid calls and free standard metadata.

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

Hsa Cost Calculators

4.1/10
io.github.helphub369/hsa-cost-calculators

Deterministic cost calculators for HVAC, roofing, plumbing, electrical, solar, water heater.

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

Model Ruler

4.1/10
io.github.helphub369/model-ruler

Read-only AI/LLM cost tools with current MCP discovery and attributable Registry transport.

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

Agentz

4.1/10
io.github.jafrancis021-max/agentz

Market answers and ready-to-sign orders for AI agents on Hyperliquid: stocks, oil, gold, crypto.

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

English Test Coach

4.1/10
io.github.jimbob1414/english-test-coach

IELTS writing practice, study plans, lessons and vocabulary with optional account tools.

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

MCP Server

4.1/10
io.github.keelage/mcp

Token intelligence for Robinhood Chain: onchain and social data on any token, timestamped.

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

Skilldb Catalog

4.1/10
io.github.latentsmurf/skilldb-catalog

Find AI agent skills: public previews and source links. Read-only discovery; no account required.

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

Praxis

4.1/10
io.github.leofilter/praxis

AI work organization in Brazilian Portuguese: turns meetings and docs into decisions and tasks.

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

Pdf To Md

4.1/10
io.github.liuyan-wjy/pdf-to-md

Convert PDF documents to Markdown for AI agents through an authenticated remote MCP server.

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

Vino And Views

4.1/10
io.github.oriondrayke/vino-and-views

Paid, source-backed wallet and API checks. Prepaid tools; free discovery. Never signs transactions.

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

Seo Audit Change Monitor

4.1/10
io.github.ozzie-bagadirov/seo-audit-change-monitor

Crawls a website for broken links, redirects and SEO issues, and lists changes since the last run

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

The Roofing List

4.1/10
io.github.redpath1/the-roofing-list

Find checked US roofers, siding and gutter contractors by city. Read-only, no login.

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

Atlas

4.1/10
io.github.voidly-ai/atlas

Hosted, no install: read-only internet-censorship incidents, evidence and country data.

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

MCP Server

4.1/10
tech.blockwerk/mcp

Build, run and analyse block-diagram simulations: PID, Bode, FFT, optimisation and code export.

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

Aiva

4.1/10
works.aiva/aiva

No-code, AI-assisted UI testing: record new tests, run existing ones, and monitor the results.

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

Kisscode

4.1/10
ai.kisscode/kisscode

Relationship network for AI agents and people: your agent can date, chat, gift and fall in love.

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

Kosmodrom

4.1/10
ai.kosmodrom/kosmodrom

Task tracker for product teams: projects, features, tasks, bugs, team chats and code context.

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

Urlhub

4.1/10
cloud.urlhub/urlhub

Many links as one short link with a QR code; read urlhub sets and preview what links are about.

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

Agmail

4.1/10
dev.shveik/agmail

Email inboxes for agents by the hour: wait for a mail, get the code or link. Pay per call.

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

Agentwatch

4.1/10
dev.workers.agentwatch.agentwatch/agentwatch

Read-only watchtower for AI agents on-chain: decoded receipts, plan vs execution, Safe audits.

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

Smogrank

4.1/10
io.github.BurettoSofuto/smogrank

PM2.5 air pollution by city: worst-first rankings, current air and daily history.

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

Agent Data Tools

4.1/10
io.github.Grit-77/agent-data-tools

15 data tools at $0.01 USDC/call on Base via x402. Free discovery; x402 wallet client required.

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

Takehomeapi

4.1/10
io.github.Leeday-devs/takehomeapi

Verified UK take-home pay: income tax, NI, student loans, pensions, with GOV.UK sources.

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

Apione

4.1/10
io.github.MT285/apione

B2B company, people and email enrichment with cited sources, built for GCC and MENA companies.

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

Rfqdecoder

4.1/10
io.github.Mounirt879/rfqdecoder

Should-cost of a machined, sheet metal or cast part from its PDF, DXF or STEP drawing, line by line.

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

Showrealcost

4.1/10
io.github.SPFreedom/showrealcost

Loan-cost math: payments, payoff time, offers with fees, payday loans, Rule of 78s, Fed rates.

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

Public Records MCP

4.1/10
io.github.brunopetrellinz-tech/public-records-mcp

Official US and UK records: licenses, NPI, carriers, contracts, inspections, permits, house prices

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

Printsanity

4.1/10
io.github.chartsmartdev/printsanity

Checks AI-made flyers, cards and posters will print right. Fixes proportions and broken QR codes.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust 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.