Live · updated 20 hr ago 40,700 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 40,700
Categories 18
Official Servers 0
Remote-Hosted 25,897

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.

Browse & filter
Top score Most stars Newest
Category All40,700 Git / Code22602 Other8394 Search4477 Filesystem1685 Database781 Finance615 AI / ML415 Email376 Calendar309 Cloud213 Browser165 Design153 Analytics153 Docs98 DevOps89 Communication83 Web Scraping71 Productivity21
21,073–21,120 of 22,602 servers · Git / Code

Xid Shape

3.9/10
io.github.sadri-dridi/xid-shape

XID shape check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Yaml Ok

3.9/10
io.github.sadri-dridi/yaml-ok

YAML validity, body discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Yd To M

3.9/10
io.github.sadri-dridi/yd-to-m

Yards to meters

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Zone Count

3.9/10
io.github.sadri-dridi/zone-count

Common zone count

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Dns

3.9/10
io.lifestep/dns

Inspect XLSX/XLSM workbooks, validate email, generate SVG QR codes, and look up domain DNS and TLS.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Gobuy Product Trust

3.9/10
io.github.digitalmentes7-maker/gobuy-product-trust

Marketplace-evidence trust scores for AI agents: a 0-100 Evidence Score with signal breakdown.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Recipes

3.9/10
io.github.pinkpwningclub/recipes

Find source-linked AI tool recipes and retrieve complete, reproducible run kits.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Acre To M2

3.9/10
io.github.sadri-dridi/acre-to-m2

Acres to square meters

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Bar To Psi

3.9/10
io.github.sadri-dridi/bar-to-psi

Bar to PSI

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ok

3.9/10
io.github.sadri-dridi/crc16-ok

CRC16 hex, input discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Cron Six Ok

3.9/10
io.github.sadri-dridi/cron-six-ok

Six-field cron shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Csv Row Count

3.9/10
io.github.sadri-dridi/csv-row-count

CSV row count, body discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Cup To Ml

3.9/10
io.github.sadri-dridi/cup-to-ml

US cups to milliliters

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Day Of Year

3.9/10
io.github.sadri-dridi/day-of-year

UTC day of year 1-366

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Epoch Week

3.9/10
io.github.sadri-dridi/epoch-week

Unix week number from seconds

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Etag Token

3.9/10
io.github.sadri-dridi/etag-token

ETag shape, value discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fathom To M

3.9/10
io.github.sadri-dridi/fathom-to-m

Fathoms to meters

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fiscal Q

3.9/10
io.github.sadri-dridi/fiscal-q

UTC fiscal quarter 1-4

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fqdn Ok

3.9/10
io.github.sadri-dridi/fqdn-ok

FQDN shape, value discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Cop

3.9/10
io.github.sadri-dridi/fx-cop

ISO 4217 currency COP.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Czk

3.9/10
io.github.sadri-dridi/fx-czk

ISO 4217 currency CZK.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Dkk

3.9/10
io.github.sadri-dridi/fx-dkk

ISO 4217 currency DKK.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Egp

3.9/10
io.github.sadri-dridi/fx-egp

ISO 4217 currency EGP.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Hkd

3.9/10
io.github.sadri-dridi/fx-hkd

ISO 4217 currency HKD.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Huf

3.9/10
io.github.sadri-dridi/fx-huf

ISO 4217 currency HUF.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Idr

3.9/10
io.github.sadri-dridi/fx-idr

ISO 4217 currency IDR.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Ils

3.9/10
io.github.sadri-dridi/fx-ils

ISO 4217 currency ILS.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Myr

3.9/10
io.github.sadri-dridi/fx-myr

ISO 4217 currency MYR.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Nok

3.9/10
io.github.sadri-dridi/fx-nok

ISO 4217 currency NOK.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Nzd

3.9/10
io.github.sadri-dridi/fx-nzd

ISO 4217 currency NZD.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Php

3.9/10
io.github.sadri-dridi/fx-php

ISO 4217 currency PHP.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Rub

3.9/10
io.github.sadri-dridi/fx-rub

ISO 4217 currency RUB.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Sar

3.9/10
io.github.sadri-dridi/fx-sar

ISO 4217 currency SAR.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Sek

3.9/10
io.github.sadri-dridi/fx-sek

ISO 4217 currency SEK.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Sgd

3.9/10
io.github.sadri-dridi/fx-sgd

ISO 4217 currency SGD.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Thb

3.9/10
io.github.sadri-dridi/fx-thb

ISO 4217 currency THB.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Try

3.9/10
io.github.sadri-dridi/fx-try

ISO 4217 currency TRY.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Twd

3.9/10
io.github.sadri-dridi/fx-twd

ISO 4217 currency TWD.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Vnd

3.9/10
io.github.sadri-dridi/fx-vnd

ISO 4217 currency VND.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Zar

3.9/10
io.github.sadri-dridi/fx-zar

ISO 4217 currency ZAR.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Heading Level

3.9/10
io.github.sadri-dridi/heading-level

Heading level 1-6 shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Heading N

3.9/10
io.github.sadri-dridi/heading-n

Heading level 1-6 shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Hectare To Acre

3.9/10
io.github.sadri-dridi/hectare-to-acre

Hectares to acres

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Hp To Watt

3.9/10
io.github.sadri-dridi/hp-to-watt

Horsepower to watts

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Html Lang Ok

3.9/10
io.github.sadri-dridi/html-lang-ok

BCP 47 lang attribute shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Iata Ok

3.9/10
io.github.sadri-dridi/iata-ok

IATA airport code shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Icao Ok

3.9/10
io.github.sadri-dridi/icao-ok

ICAO airport code shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Iso Week Date

3.9/10
io.github.sadri-dridi/iso-week-date

UTC ISO week-date

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →
Weekly briefing

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

How scoring works

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.
Frequently asked

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.