Live · updated 5 hr ago 40,517 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 40,517
Categories 18
Official Servers 0
Remote-Hosted 25,755

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.

Remembermcp

3.7/10
com.remembermcp/remembermcp

Private document cloud for MCP agents. Claim a link, then store and recall.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote

Cloudploy

3.7/10
com.cloudploy/cloudploy

Deploy an app onto a server in your own cloud account.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote

Public MCP

3.7/10
com.cloudmedico/public-mcp

Read-only CloudMedico product information with verified source links.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote

Okahu

3.5/10
co.okahu.mcp-registry/okahu

Cloud hosted Okahu MCP server that helps you manage genAI trace data

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

MCP Server

3.5/10
com.googleapis.run/mcp

Deploy applications to Cloud Run

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

Jumpcloud Genai

3.5/10
com.jumpcloud/jumpcloud-genai

An MCP server that provides an API to LLMs to manage their JumpCloud resources.

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

Api

3.5/10
com.ovhcloud.eu.mcp/api

Official MCP server for managing OVHcloud infrastructures, services & account

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

Zhiji Signal

3.5/10
run.fcapp.cn-shanghai.x-api-zhiji-signal-fblfayyeas/zhiji-signal

Market phase transition signals for HS300 and BTC via MCP

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

Agent Web Actions

3.5/10
com.trycloudflare.clients-involving-billion-headers/agent-web-actions

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

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

Ai Video Generator

3.5/10
com.trycloudflare.clients-involving-billion-headers/ai-video-generator

AI video generation API with x402 USDC payment. TTS voiceover, animated text.

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

Agent Web Actions

3.5/10
com.trycloudflare.plates-spread-materials-optimum/agent-web-actions

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

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

MCP Server

3.5/10
io.lmxcloud/mcp-server

OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base

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

MCP Server

3.5/10
com.ezeep/mcp

Cloud printing integration for AI-assisted app development via ezeep.

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

Server

3.5/10
aws.api.us-east-1.ecs-mcp/server

AI-powered Amazon ECS workload management

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

Server

3.5/10
aws.api.us-east-1.eks-mcp/server

AI-powered Amazon EKS cluster management and troubleshooting

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

Historian MCP Server

3.3/10
cloud.factry.portal/historian-mcp-server

MCP server for querying Factry Historian.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

Agkit

3.3/10
cloud.agkit/agkit

AgentKit management-plane CLI + MCP server (agkit).

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

Clouddj

3.1/10
live.alpic.clouddj-ce0f8cfd/clouddj

cloud_dj

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

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New servers, score changes, breakages

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

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.

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.