Live · updated 16 hr ago 24,116 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 24,116
Categories 18
Official Servers 0
Remote-Hosted 13,336

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 All24,116 Git / Code14333 Other4037 Search2740 Filesystem992 Database540 Finance340 AI / ML219 Email198 Calendar145 Cloud126 Analytics104 Browser99 Design63 Docs52 DevOps51 Communication36 Web Scraping24 Productivity17
3,841–3,888 of 4,037 servers · Other

Siert Kt8F7X

3.7/10
ai.fugentic/siert-kt8f7x

Fugentic MCP server for siert-kt8f7x

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

Agent Economy

3.7/10
ai.roosteragents/agent-economy

AI agents hire verified human creators to post on real social accounts.

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

Verify

3.7/10
ai.whysaid/verify

Verify claims and sources, and check whether AI assistants name a brand.

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

Disc Golf

3.7/10
com.discgolfmcp/disc-golf

Read-only PDGA disc golf data — players, events, courses and season statistics.

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

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

Tubescribe

3.7/10
dev.transcriptapi/tubescribe

YouTube transcripts, metadata, timestamps, and AI summaries for AI agents. Auth: x-api-key.

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

Shotbot MCP

3.7/10
net.shotbot/shotbot-mcp

Screenshot API for AI agents: capture any public URL as JPEG, PNG, WebP, AVIF, or PDF.

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

Clihub

3.7/10
com.clihub/clihub

Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools & recipes.

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

MCP Server

3.7/10
com.trivago.mcp/mcp

trivago's mcp server to find your ideal hotel and compare prices from multiple providers.

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

Ithz MCP

3.7/10
dev.ithz/ithz-mcp

Local deterministic project memory for AI agents with context packs, gates and checkpoints.

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

MCP Server

3.7/10
net.payflowagent/mcp

Free & pay-per-call (x402/USDC) risk & momentum scores for nad.fun tokens on Monad.

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

MCP Server

3.7/10
com.opzyai/mcp

Local-first security check for AI coding agents: secrets, .env exposure, git-history leaks, CVEs.

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

Kundali Chart MCP

3.7/10
in.acerank.vedic-kundli/kundali-chart-mcp

Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta, transit, remedies.

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

MCP Server

3.7/10
com.plentopasto/mcp-server

Plan a week of budget-friendly family dinners from your pantry with Plento Pasto.

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

MCP Server

3.7/10
net.topicforge/mcp

Generate programmatic SEO articles, topic clusters, FAQ schema, and batch jobs via TopicForge.

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

MCP Server

3.7/10
com.anaxer/mcp

Query Solana DEX data: prices, metadata, launches, graduations, live stream tails.

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

MCP Server

3.7/10
com.appscreenshotstudio/mcp

Generate App Store and Play Store screenshots from your coding agent, at exact store sizes.

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

Ordercore MCP

3.7/10
ai.ordercore/ordercore-mcp

Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent checkout.

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

Agentavow Trust

3.7/10
com.agentavow/agentavow-trust

Signed, offline-verifiable safety scores for the MCP servers, packages & tools an agent connects to

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

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 →
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.