Live · updated 8 hr ago 41,919 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 41,919
Categories 18
Official Servers 0
Remote-Hosted 26,858

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 All41,919 Git / Code23030 Other8799 Search4639 Filesystem1744 Database799 Finance639 AI / ML436 Email404 Calendar318 Cloud226 Browser178 Design161 Analytics161 Docs107 DevOps93 Communication88 Web Scraping74 Productivity23
38,353–38,400 of 41,919 servers

Lang Gu

3.9/10
io.github.sadri-dridi/lang-gu

ISO 639 language tag gu.

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

Lang Ha

3.9/10
io.github.sadri-dridi/lang-ha

ISO 639 language tag ha.

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

Lang He

3.9/10
io.github.sadri-dridi/lang-he

ISO 639 language tag he.

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

Lang Hr

3.9/10
io.github.sadri-dridi/lang-hr

ISO 639 language tag hr.

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

Lang Ht

3.9/10
io.github.sadri-dridi/lang-ht

ISO 639 language tag ht.

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

Lang Hu

3.9/10
io.github.sadri-dridi/lang-hu

ISO 639 language tag hu.

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

Lang Hy

3.9/10
io.github.sadri-dridi/lang-hy

ISO 639 language tag hy.

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

Lang Id

3.9/10
io.github.sadri-dridi/lang-id

ISO 639 language tag id.

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

Lang Is

3.9/10
io.github.sadri-dridi/lang-is

ISO 639 language tag is.

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

Lang Jv

3.9/10
io.github.sadri-dridi/lang-jv

ISO 639 language tag jv.

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

Lang Ka

3.9/10
io.github.sadri-dridi/lang-ka

ISO 639 language tag ka.

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

Lang Kk

3.9/10
io.github.sadri-dridi/lang-kk

ISO 639 language tag kk.

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

Lang Km

3.9/10
io.github.sadri-dridi/lang-km

ISO 639 language tag km.

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

Lang Kn

3.9/10
io.github.sadri-dridi/lang-kn

ISO 639 language tag kn.

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

Lang Ku

3.9/10
io.github.sadri-dridi/lang-ku

ISO 639 language tag ku.

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

Lang Ky

3.9/10
io.github.sadri-dridi/lang-ky

ISO 639 language tag ky.

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

Lang Lb

3.9/10
io.github.sadri-dridi/lang-lb

ISO 639 language tag lb.

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

Lang Lo

3.9/10
io.github.sadri-dridi/lang-lo

ISO 639 language tag lo.

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

Lang Lt

3.9/10
io.github.sadri-dridi/lang-lt

ISO 639 language tag lt.

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

Lang Lv

3.9/10
io.github.sadri-dridi/lang-lv

ISO 639 language tag lv.

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

Lang Mg

3.9/10
io.github.sadri-dridi/lang-mg

ISO 639 language tag mg.

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

Lang Mi

3.9/10
io.github.sadri-dridi/lang-mi

ISO 639 language tag mi.

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

Lang Mk

3.9/10
io.github.sadri-dridi/lang-mk

ISO 639 language tag mk.

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

Lang Ml

3.9/10
io.github.sadri-dridi/lang-ml

ISO 639 language tag ml.

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

Lang Mn

3.9/10
io.github.sadri-dridi/lang-mn

ISO 639 language tag mn.

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

Lang Mr

3.9/10
io.github.sadri-dridi/lang-mr

ISO 639 language tag mr.

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

Lang Ms

3.9/10
io.github.sadri-dridi/lang-ms

ISO 639 language tag ms.

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

Lang Mt

3.9/10
io.github.sadri-dridi/lang-mt

ISO 639 language tag mt.

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

Lang My

3.9/10
io.github.sadri-dridi/lang-my

ISO 639 language tag my.

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

Lang Ne

3.9/10
io.github.sadri-dridi/lang-ne

ISO 639 language tag ne.

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

Lang No

3.9/10
io.github.sadri-dridi/lang-no

ISO 639 language tag no.

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

Lang Pa

3.9/10
io.github.sadri-dridi/lang-pa

ISO 639 language tag pa.

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

Lang Pl

3.9/10
io.github.sadri-dridi/lang-pl

ISO 639 language tag pl.

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

Lang Ps

3.9/10
io.github.sadri-dridi/lang-ps

ISO 639 language tag ps.

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

Lang Qu

3.9/10
io.github.sadri-dridi/lang-qu

ISO 639 language tag qu.

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

Lang Ro

3.9/10
io.github.sadri-dridi/lang-ro

ISO 639 language tag ro.

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

Lang Rw

3.9/10
io.github.sadri-dridi/lang-rw

ISO 639 language tag rw.

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

Lang Sa

3.9/10
io.github.sadri-dridi/lang-sa

ISO 639 language tag sa.

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

Lang Sd

3.9/10
io.github.sadri-dridi/lang-sd

ISO 639 language tag sd.

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

Lang Si

3.9/10
io.github.sadri-dridi/lang-si

ISO 639 language tag si.

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

Lang Sk

3.9/10
io.github.sadri-dridi/lang-sk

ISO 639 language tag sk.

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

Lang Sl

3.9/10
io.github.sadri-dridi/lang-sl

ISO 639 language tag sl.

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

Lang Sm

3.9/10
io.github.sadri-dridi/lang-sm

ISO 639 language tag sm.

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

Lang Sn

3.9/10
io.github.sadri-dridi/lang-sn

ISO 639 language tag sn.

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

Lang So

3.9/10
io.github.sadri-dridi/lang-so

ISO 639 language tag so.

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

Lang Sq

3.9/10
io.github.sadri-dridi/lang-sq

ISO 639 language tag sq.

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

Lang Sr

3.9/10
io.github.sadri-dridi/lang-sr

ISO 639 language tag sr.

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

Lang St

3.9/10
io.github.sadri-dridi/lang-st

ISO 639 language tag st.

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.