Live · updated 11 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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 All9,792 Git / Code6332 Search1241 Other1167 Filesystem365 Database252 AI / ML72 Finance58 Email58 Cloud53 Analytics37 Calendar36 Browser31 Docs23 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
1,057–1,104 of 1,167 servers · Other

Simplywarmup

3.7/10
com.simplywarmup/simplywarmup

Hosted MCP server for inbox health, reporting, and warmup operations.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Xytara MCP Executor

3.7/10
com.naxytra/xytara-mcp-executor

Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Verify

3.7/10
io.sentinelsignal/verify

Trust, freshness, policy, and discovery layer for public MCP servers.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote
Website → Remote →

MCP Server

3.7/10
co.bizverify/mcp

KYB for AI agents: verify business registrations from MCP clients.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Tokenarcade

3.7/10
ai.tokenarcade/tokenarcade

Games for AI agents. Each game runs inside a single context window.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP Server

3.7/10
com.mttrly/mcp

AI-powered incident management and server monitoring via MCP.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP Server

3.7/10
ai.contextstudios/mcp

AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estimates

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
dev.openfeature/mcp

MCP server providing OpenFeature SDK installation guides and OFREP flag evaluation

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Context MCP

3.7/10
net.agentutil/context-mcp

Situational awareness — holidays, business hours, and platform status for timing-sensitive actions.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Norm MCP

3.7/10
net.agentutil/norm-mcp

Statistical baselines — check if values are normal or anomalous for a given category.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Undo MCP

3.7/10
net.agentutil/undo-mcp

Reversibility intelligence — check if actions can be undone before executing them.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Publicmcp

3.7/10
org.publicmcp/publicmcp

Publish structured, AI-readable business identity data as an MCP server in minutes.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Atomadic Fuse

3.7/10
tech.atomadic/atomadic-fuse

Atomadic Fuse MCP — polyglot compiler, harvest logic atoms, discover product chains.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Atomadic Nexus

3.7/10
tech.atomadic/atomadic-nexus

Atomadic Nexus — trust layer for the agent economy. 32 tools: trust gates, x402, lineage, swarm.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Linkguard MCP

3.7/10
ai.linkguard/linkguard-mcp

Backlink tools for AI assistants: redirect, Google index, and backlink health checks.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Test MCP Server

3.5/10
ai.alpic.test/test-mcp-server

Alpic Test MCP Server - great server!

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

Meminal

3.5/10
ai.meminal/meminal

Memory for deep conversational context across any platform

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

Server

3.5/10
app.certman/server

Create and manage your own Certificate Authority for internal HTTPS.

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

MCP Server

3.5/10
co.flyweel/mcp-server

Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.

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

Cualbet MCP

3.5/10
com.cualbet/cualbet-mcp

Football fixtures, standings, and odds intelligence for AI agents.

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

MCP Server Template Nodejs

3.5/10
com.fenetresurciel.verylongmcp/mcp-server-template-nodejs

A non functional MCP server (yet)

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

MCP Server

3.5/10
com.getboothiq/mcp

Query your trade show leads, meetings, and events from BoothIQ

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

MCP Server

3.5/10
com.googleapis.androidmanagement/mcp

Remote enterprise management of Android devices and apps

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

Pdfkit

3.5/10
com.hellobasestation/pdfkit

AI-powered PDF tools: fill forms via natural language

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

MCP Server

3.5/10
com.make/mcp-server

Give your AI agents the tools to build, manage, and run automation workflows.

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

MCP Server

3.5/10
com.proxylink-mcp/mcp-server

ProxyLink MCP server for finding and booking home service professionals

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

MCP Server

3.5/10
com.robtex/mcp

DNS, IP, AS, domain reputation, and Lightning Network intelligence (44 tools)

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

Optimizer

3.5/10
com.sematryx/optimizer

AI-powered optimization API by Sematryx

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

Main

3.5/10
dev.lingo/main

Lingo.dev MCP Server - World-class i18n implementation with ICU MessageFormat.

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

Looptool

3.5/10
dev.looptool/looptool

An MCP server that automatically collects feedback on your MCP server.

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

MCP Server

3.5/10
dev.slashr/mcp

Validator incident data for AI agents across Solana, Ethereum, Sui, and Cosmos.

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

Server

3.5/10
do.craft.mcp/server

Access and edit your Craft documents.

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

MCP Server

3.5/10
io.skala/mcp

Incorporate globally, manage fundraising, corporate services, and more.

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

MCP Server

3.5/10
io.snapcall/mcp

MCP Server that generate video call url

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

Crew

3.5/10
io.studiomeyer/crew

Agent Personas for Claude. 16 tools, 13 personas, 3 workflows. OAuth 2.1. Free.

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

New Test Cli

3.5/10
live.alpic.new-test-cli-239fbe01/new-test-cli

Ask a question and get a deterministic Magic 8 Ball answer.

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

MCP Server

3.5/10
live.alpic.staging.mcp-server-6283dc54/mcp-server

A non functional MCP server (yet)

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

MCP Server

3.5/10
live.alpic.staging.mcp-server-a2d17427/mcp-server

A non functional MCP server (yet)

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

MCP Server Template

3.5/10
live.alpic.staging.mcp-server-template-5eacc5c3/mcp-server-template

A non functional MCP server (yet)

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

MCP Server Template

3.5/10
live.alpic.staging.mcp-server-template-8068f74b/mcp-server-template

A non functional MCP server (yet)

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

MCP Template

3.5/10
live.alpic.staging.mcp-template-e37c5898/mcp-template

A non functional MCP server (yet)

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

Server Template

3.5/10
live.alpic.staging.server-template-3b6131fe/server-template

A non functional MCP server (yet)

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

Template

3.5/10
live.alpic.staging.template-0f352e26/template

A non functional MCP server (yet)

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

Template Nodejs

3.5/10
live.alpic.staging.template-nodejs-d3cd3099/template-nodejs

A non functional MCP server (yet)

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

Alpic Poc Frontend 9Eb5Bfc8

3.5/10
live.alpic.staging/alpic-poc-frontend-9eb5bfc8

Description of my MCP server mega cool capabilities, lesgo

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

Tasks Example

3.5/10
live.alpic.tasks-example-ca49f0f6/tasks-example

A test MCP server for task management

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

Ejec2

3.5/10
mx.com.elcheff.portal/ejec2

MCP server para El Cheff - punto de venta para restaurantes

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

Begonia Pro

3.5/10
pro.begonia/begonia-pro

Local SEO: MCP for local business audits with tools and guidance.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other 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.