Live · updated 20 hr ago 9,707 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 9,707
Categories 18
Official Servers 0
Remote-Hosted 3,965

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.

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Top score Most stars Newest
Category All9,707 Git / Code6281 Search1230 Other1155 Filesystem360 Database251 AI / ML72 Finance59 Email58 Cloud52 Analytics37 Calendar34 Browser28 Docs23 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
1–23 of 23 servers · Docs

Docs MCP

7.6/10
ac.tandem/docs-mcp

Tandem is the authority layer for AI-first work: runtime authority for agents, tools, memory, approvals, and audit trails.

6.5Reliab.
8.0Docs
8.5Maint.
7.7Adopt.
Docs Rust streamable-http Remote ★ 105 yesterday
Repo → Website → Remote →

MCP Server

4.9/10
dev.svelte/mcp

The official Svelte MCP server providing docs and autofixing tools for Svelte development

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Website → Remote →

Dock

4.9/10
ai.trydock/dock

AI workspace for you, your team, and every agent. Tables, docs (images, 4K video), formulas.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Website → Remote →

Superdocs

4.9/10
app.superdocs/superdocs

Edit, draft, summarize, export styled .docx/PDF/HTML/MD/RTF via 21 MCP tools + 4 prompts.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Website → Remote →

Sb

4.9/10
io.stablebaseline/sb

End-to-end agent-managed company brain. Docs, diagrams, plans, Knowledge Graph. Lean & affordable.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Website → Remote →

Sipflow

4.9/10
dev.sipflow/sipflow

SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, traces, configs.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Website → Remote →

Ref Tools Ref Tools MCP

4.7/10
ai.smithery/ref-tools-ref-tools-mcp

Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Remote →

MCP Server

4.5/10
dev.prismism/mcp

Upload any file, get a tracked shareable link. DocSend for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Repo → Website → Remote →

Jooq MCP

4.3/10
ch.martinelli/jooq-mcp

An MCP server that provides access to the jOOQ documentation

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Docs sse Remote
Repo → Remote →

Docs MCP

4.3/10
com.redpanda/docs-mcp

Get authoritative answers to questions about Redpanda.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Docs Rust streamable-http Remote
Repo → Remote →

Docs MCP

4.3/10
com.vaadin/docs-mcp

Provides Vaadin Documentation and help with development tasks

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

Hmr

4.3/10
dev.promplate/hmr

Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Docs Python streamable-http Remote
Repo → Remote →

Docs

4.1/10
ai.auteng/docs

Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Website → Remote →

Compliance

4.1/10
ai.complyhat/compliance

MCP for AI compliance documentation across SR 26-2, EU AI Act, NIST AI RMF, and ISO/IEC 42001.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Website → Remote →

MCP Dev

4.1/10
com.adcritter/mcp-dev

AdCritter ads platform: docs, API reference, app scaffolding, and white-label integration.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Website → Remote →

Google Docs

4.1/10
com.pulsemcp/google-docs

MCP server for Google Docs integration with OAuth2 and service account support.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Docs stdio
Repo →

Medusa MCP

3.9/10
com.medusajs/medusa-mcp

Retrieve information from the Medusa documentation to assist you with your Medusa development.

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

Spektralwerk Docs

3.9/10
com.silicann/spektralwerk-docs

Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP MCP Server

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

Docs

3.5/10
dev.continue/docs

An MCP server for docs.continue.dev

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Remote →

MCP Docs

3.5/10
io.fusionauth/mcp-docs

FusionAuth Documentation MCP server

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Remote →

Uno

3.5/10
uno.platform/uno

The Uno Platform MCP Server to get up-to-date docs and prompts

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs sse Remote
Remote →

MCP Server

3.5/10
com.googleapis.developerknowledge/mcp

Provides access to Google's public developer documentation.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Remote →

Eraser

3.5/10
io.eraser/eraser

Generate, edit, and manage Eraser diagrams and docs with AI.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
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.