Live · updated 2 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.

Browse & filter
Top score Most stars Newest
Category All42,863 Git / Code23287 Other9137 Search4767 Filesystem1810 Database823 Finance667 AI / ML443 Email425 Calendar329 Cloud237 Browser185 Analytics174 Design169 Docs112 Communication99 DevOps98 Web Scraping78 Productivity23
15,793–15,840 of 23,287 servers · Git / Code

Util 140

4.3/10
io.github.sadri-dridi/util-140

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 141

4.3/10
io.github.sadri-dridi/util-141

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 142

4.3/10
io.github.sadri-dridi/util-142

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 143

4.3/10
io.github.sadri-dridi/util-143

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 144

4.3/10
io.github.sadri-dridi/util-144

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 145

4.3/10
io.github.sadri-dridi/util-145

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 146

4.3/10
io.github.sadri-dridi/util-146

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 147

4.3/10
io.github.sadri-dridi/util-147

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 148

4.3/10
io.github.sadri-dridi/util-148

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 149

4.3/10
io.github.sadri-dridi/util-149

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 150

4.3/10
io.github.sadri-dridi/util-150

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 151

4.3/10
io.github.sadri-dridi/util-151

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 152

4.3/10
io.github.sadri-dridi/util-152

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 153

4.3/10
io.github.sadri-dridi/util-153

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 154

4.3/10
io.github.sadri-dridi/util-154

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 155

4.3/10
io.github.sadri-dridi/util-155

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 156

4.3/10
io.github.sadri-dridi/util-156

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 157

4.3/10
io.github.sadri-dridi/util-157

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 158

4.3/10
io.github.sadri-dridi/util-158

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Util 159

4.3/10
io.github.sadri-dridi/util-159

Small public utility for autonomous clients.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Uuencode Len

4.3/10
io.github.sadri-dridi/uuencode-len

Uuencode length, input discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Uuencode Ok

4.3/10
io.github.sadri-dridi/uuencode-ok

Uuencode begin-line shape, input discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Uuid Urn Ok

4.3/10
io.github.sadri-dridi/uuid-urn-ok

UUID URN shape, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Layout

4.3/10
io.github.sadri-dridi/uuid1-layout

UUID v1 time layout, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Layout

4.3/10
io.github.sadri-dridi/uuid5-layout

UUID v5 name layout, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Via Ok

4.3/10
io.github.sadri-dridi/via-ok

Via hop count, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Wasm Magic

4.3/10
io.github.sadri-dridi/wasm-magic

WebAssembly magic-byte check, file discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Watt Hp

4.3/10
io.github.sadri-dridi/watt-hp

Watts to horsepower, number discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Wav Magic

4.3/10
io.github.sadri-dridi/wav-magic

WAV RIFF check, file discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Wav Riff

4.3/10
io.github.sadri-dridi/wav-riff

WAV RIFF check, file discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Wcag Aa Ok

4.3/10
io.github.sadri-dridi/wcag-aa-ok

WCAG AA contrast for two hex colors

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Wcag Aaa Ok

4.3/10
io.github.sadri-dridi/wcag-aaa-ok

WCAG AAA contrast for two hex colors

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Webm Magic

4.3/10
io.github.sadri-dridi/webm-magic

WebM EBML check, file discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Webp Magic

4.3/10
io.github.sadri-dridi/webp-magic

WebP magic-byte check, file discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Words Ok

4.3/10
io.github.sadri-dridi/words-ok

Whitespace word count, text discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Len

4.3/10
io.github.sadri-dridi/xxh3-len

XXH3 hex length, input discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Xxhash Len

4.3/10
io.github.sadri-dridi/xxhash-len

xxHash hex length, input discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Yaml Key Count

4.3/10
io.github.sadri-dridi/yaml-key-count

YAML key count, body discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Yaml Keys Ok

4.3/10
io.github.sadri-dridi/yaml-keys-ok

YAML top-level key count, values discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Yenc Ok

4.3/10
io.github.sadri-dridi/yenc-ok

yEnc header shape, input discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Zip Magic

4.3/10
io.github.sadri-dridi/zip-magic

ZIP magic-byte check, file discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Zip Us Ok

4.3/10
io.github.sadri-dridi/zip-us-ok

US ZIP+4 shape, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Accept Ch

4.3/10
io.github.sadri-dridi/accept-ch

Accept-CH token count, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Accept Enc

4.3/10
io.github.sadri-dridi/accept-enc

Accept-Encoding token count, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Accept Ok

4.3/10
io.github.sadri-dridi/accept-ok

Accept media-range count, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Acct Ok

4.3/10
io.github.sadri-dridi/acct-ok

acct: URI shape, value discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Adler Len

4.3/10
io.github.sadri-dridi/adler-len

Adler-32 hex length, input discarded

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Age Ok

4.3/10
io.github.sadri-dridi/age-ok

Age seconds band, value discarded

6.5Reliab.
5.0Docs
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.