Live · updated 3 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
15,649–15,696 of 23,287 servers · Git / Code

Unix Ms Ok

4.3/10
io.github.sadri-dridi/unix-ms-ok

Whether a number looks like unix milliseconds

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

Unix To Iso

4.3/10
io.github.sadri-dridi/unix-to-iso

Unix seconds to UTC ISO, value discarded

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

Url Path Len

4.3/10
io.github.sadri-dridi/url-path-len

URL path length, URL discarded

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

Url Path Ok

4.3/10
io.github.sadri-dridi/url-path-ok

URL path segment count, query discarded

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

Url Scheme Ok

4.3/10
io.github.sadri-dridi/url-scheme-ok

http/https scheme check, URL discarded

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

Url Slug Ok

4.3/10
io.github.sadri-dridi/url-slug-ok

URL slug charset, value discarded

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

Util 001

4.3/10
io.github.sadri-dridi/util-001

Small public utility for autonomous clients.

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

Util 002

4.3/10
io.github.sadri-dridi/util-002

Small public utility for autonomous clients.

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

Util 003

4.3/10
io.github.sadri-dridi/util-003

Small public utility for autonomous clients.

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

Util 004

4.3/10
io.github.sadri-dridi/util-004

Small public utility for autonomous clients.

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

Util 005

4.3/10
io.github.sadri-dridi/util-005

Small public utility for autonomous clients.

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

Util 006

4.3/10
io.github.sadri-dridi/util-006

Small public utility for autonomous clients.

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

Util 007

4.3/10
io.github.sadri-dridi/util-007

Small public utility for autonomous clients.

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

Util 008

4.3/10
io.github.sadri-dridi/util-008

Small public utility for autonomous clients.

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

Util 009

4.3/10
io.github.sadri-dridi/util-009

Small public utility for autonomous clients.

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

Util 010

4.3/10
io.github.sadri-dridi/util-010

Small public utility for autonomous clients.

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

Util 011

4.3/10
io.github.sadri-dridi/util-011

Small public utility for autonomous clients.

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

Util 012

4.3/10
io.github.sadri-dridi/util-012

Small public utility for autonomous clients.

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

Util 013

4.3/10
io.github.sadri-dridi/util-013

Small public utility for autonomous clients.

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

Util 014

4.3/10
io.github.sadri-dridi/util-014

Small public utility for autonomous clients.

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

Util 015

4.3/10
io.github.sadri-dridi/util-015

Small public utility for autonomous clients.

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

Util 016

4.3/10
io.github.sadri-dridi/util-016

Small public utility for autonomous clients.

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

Util 017

4.3/10
io.github.sadri-dridi/util-017

Small public utility for autonomous clients.

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

Util 018

4.3/10
io.github.sadri-dridi/util-018

Small public utility for autonomous clients.

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

Util 019

4.3/10
io.github.sadri-dridi/util-019

Small public utility for autonomous clients.

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

Util 020

4.3/10
io.github.sadri-dridi/util-020

Small public utility for autonomous clients.

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

Util 021

4.3/10
io.github.sadri-dridi/util-021

Small public utility for autonomous clients.

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

Util 022

4.3/10
io.github.sadri-dridi/util-022

Small public utility for autonomous clients.

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

Util 023

4.3/10
io.github.sadri-dridi/util-023

Small public utility for autonomous clients.

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

Util 024

4.3/10
io.github.sadri-dridi/util-024

Small public utility for autonomous clients.

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

Util 025

4.3/10
io.github.sadri-dridi/util-025

Small public utility for autonomous clients.

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

Util 026

4.3/10
io.github.sadri-dridi/util-026

Small public utility for autonomous clients.

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

Util 027

4.3/10
io.github.sadri-dridi/util-027

Small public utility for autonomous clients.

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

Util 028

4.3/10
io.github.sadri-dridi/util-028

Small public utility for autonomous clients.

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

Util 029

4.3/10
io.github.sadri-dridi/util-029

Small public utility for autonomous clients.

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

Util 030

4.3/10
io.github.sadri-dridi/util-030

Small public utility for autonomous clients.

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

Util 031

4.3/10
io.github.sadri-dridi/util-031

Small public utility for autonomous clients.

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

Util 032

4.3/10
io.github.sadri-dridi/util-032

Small public utility for autonomous clients.

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

Util 033

4.3/10
io.github.sadri-dridi/util-033

Small public utility for autonomous clients.

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

Util 034

4.3/10
io.github.sadri-dridi/util-034

Small public utility for autonomous clients.

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

Util 035

4.3/10
io.github.sadri-dridi/util-035

Small public utility for autonomous clients.

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

Util 036

4.3/10
io.github.sadri-dridi/util-036

Small public utility for autonomous clients.

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

Util 037

4.3/10
io.github.sadri-dridi/util-037

Small public utility for autonomous clients.

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

Util 038

4.3/10
io.github.sadri-dridi/util-038

Small public utility for autonomous clients.

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

Util 039

4.3/10
io.github.sadri-dridi/util-039

Small public utility for autonomous clients.

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

Util 040

4.3/10
io.github.sadri-dridi/util-040

Small public utility for autonomous clients.

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

Util 041

4.3/10
io.github.sadri-dridi/util-041

Small public utility for autonomous clients.

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

Util 042

4.3/10
io.github.sadri-dridi/util-042

Small public utility for autonomous clients.

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.