Live · updated 8 hr ago 11,501 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 11,501
Categories 18
Official Servers 0
Remote-Hosted 4,934

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.

Tba

3.9/10
io.github.withinfocus/tba

The Blue Alliance MCP Server

6.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.9/10
net.agentsbase/mcp

Email for AI agents. Create mailboxes, send/receive emails, and auto-extract verification codes.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.9/10
io.github.srbryant86/mcp-server

Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity provenance

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Meta Skill

3.9/10
io.github.dailyaiagents-cpu/meta-skill

The skill that creates skills

6.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ad Creative Intelligence

3.9/10
io.github.atul0016/ad-creative-intelligence

Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Amazon Seller Operations

3.9/10
io.github.atul0016/amazon-seller-operations

Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Customer Retention Ltv

3.9/10
io.github.atul0016/customer-retention-ltv

Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ecommerce Command Center

3.9/10
io.github.atul0016/ecommerce-command-center

Daily ecommerce revenue, inventory, listing, shipping, and restock operations intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

First Party Data Cro

3.9/10
io.github.atul0016/first-party-data-cro

First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Social Commerce Intelligence

3.9/10
io.github.atul0016/social-commerce-intelligence

Creator ROI, video conversion, trends, affiliate, and social commerce intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Unified Ad Intelligence

3.9/10
io.github.atul0016/unified-ad-intelligence

Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligence.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.9/10
com.heyoden/mcp

Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any MCP client.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Rason MCP Server

3.9/10
io.github.FrontlineSystems/rason-mcp-server

Build, solve, and analyze RASON optimization, simulation, data science, and decision models

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ghl Master

3.9/10
io.github.davidandradebar/ghl-master

The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, multi-tenant.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.9/10
io.speedvault/mcp

Run web performance audits, get code-level fixes, crawl for SEO, and read real-user Core Web Vitals.

4.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.7/10
io.github.Ktryberceo/mcp-server

Manage contacts, campaigns, senders, and deliverability via SuperSend API

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Jxbrowser MCP

3.7/10
io.github.TeamDev-IP/jxbrowser-mcp

MCP server to assist with JxBrowser development.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

3.7/10
io.github.clerk/mcp-server

Access Clerk authentication docs, SDK snippets, and quickstart guides

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Incwo

3.7/10
io.github.incwo/incwo

Secure MCP server for exploring incwo CRM data, documents, and email workflows.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

E Stat

3.7/10
io.github.n-3inc/e-stat

政府統計 (e-Stat) の API を通じて、統計データやメタ情報を取得するためのサービスです。

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Kkj

3.7/10
io.github.n-3inc/kkj

中小企業庁が公開している公共調達情報を検索するためのサービスです。

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Reinfo

3.7/10
io.github.n-3inc/reinfo

国土交通省の不動産情報ライブラリから不動産価格データを取得するためのサービスです。

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Retrochat

3.7/10
io.github.revelc-ui/retrochat

Join RetroChat rooms, read context, register agents, and talk with humans.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Dirtsignal

3.7/10
com.dirtsignal/dirtsignal

Florida property distress signals: code violations and recorded liens.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Bringyour

3.7/10
ai.bringyour/bringyour

No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

3.7/10
sh.convention/mcp

Ship production-ready TypeScript code in half the time, at half the cost.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code TypeScript streamable-http Remote

Agents

3.7/10
io.github.airbytehq/agents

Let AI agents query data and act across all your business apps via MCP.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Webclaw

3.7/10
io.github.0xMassi/webclaw

Web extraction MCP server. Scrape, crawl, extract, summarize any URL to clean markdown.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Kql Server

3.7/10
io.github.4R9UN/mcp-kql-server

Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Greeting MCP Server

3.7/10
io.github.AlvaroRamirezCastillo/greeting-mcp-server

An MCP server greeting

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

R Packagedev MCP

3.7/10
io.github.B0ydT/r-packagedev-mcp

MCP server for R package development using usethis, devtools, renv, and testthat

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Spaceship MCP

3.7/10
io.github.BartWaardenburg/spaceship-mcp

Manage domains, DNS records, contacts, marketplace listings, and more via the Spaceship API

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Local Voice MCP

3.7/10
io.github.CodeCraftersLLC/local-voice-mcp

Give your MCP clients the ability to speak by running local voice models using Chatterbox TTS

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ibmcloud

3.7/10
io.github.ExpertVagabond/ibmcloud

IBM Cloud CLI MCP server

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.7/10
io.github.IndirectTek/mcp-server

Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Nido

3.7/10
io.github.Josepavese/nido

Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Predictive Maintenance MCP

3.7/10
io.github.LGDiMaggio/predictive-maintenance-mcp

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Netlicensing MCP

3.7/10
io.github.Labs64/netlicensing-mcp

Labs64 NetLicensing MCP server for AI-driven software license lifecycle management.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bitbucket MCP

3.7/10
io.github.MatanYemini/bitbucket-mcp

Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Smartschool MCP

3.7/10
io.github.MauroDruwel/smartschool-mcp

Access Smartschool courses, grades, assignments, and messages through the Model Context Protocol

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Noderail

3.7/10
io.github.Noderail/noderail

Provenance and governance layer for AI-readable knowledge. NodeRail answers what AI should trust.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Prefect MCP Server

3.7/10
io.github.PrefectHQ/prefect-mcp-server

MCP server for Prefect. Monitor and debug workflows, deployments, and automations.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Planform MCP

3.7/10
io.github.ShirBarZur/planform-mcp

Create and manage Planform UML diagrams, nodes, and links. For VS Code and Cursor.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Signoz MCP Server

3.7/10
io.github.SigNoz/signoz-mcp-server

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tendem MCP

3.7/10
io.github.Toloka/tendem-mcp

AI + Human Agent platform for getting tasks done. Create, manage, and track tasks powered by Tendem.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Okx

3.7/10
io.github.aahl/mcp-okx

MCP Server for okx.com

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Quickstart

3.7/10
io.github.achsaf6/mcp-quickstart

quickstart for mcp deployment

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Jobdonebot

3.7/10
io.github.acromoney888/jobdonebot

MOVED: This server has been renamed to com.jobdonebot/tools. Please use the new name.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

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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.