Live · updated 6 hr ago 42,396 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 42,396
Categories 18
Official Servers 0
Remote-Hosted 27,237

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.

Claude Find

4.1/10
io.github.Cavinooo/claude-find

Pull Deep Memory from across your Claude Code Sessions — when you need it.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Plesk MCP

4.1/10
io.github.FlayedOne/plesk-mcp

Manage your Plesk hosting server using AI assistants.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Devops MCP

4.1/10
io.github.NotHarshhaa/devops-mcp

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Queryshield

4.1/10
io.github.bch1212/queryshield

Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Transcode

4.1/10
io.github.hiroshic9-png/transcode

Japan market intelligence — 22 MCP tools, 10 government/exchange data sources

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.1/10
io.github.jonybur/mcp-server

stories.yaml — an open specification for software requirements, enforced by CI.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Code Sanitizer

4.1/10
io.github.notasandy/mcp-code-sanitizer

Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Aa

4.1/10
io.github.thehesiod/aa

MCP server for read-only American Airlines AAdvantage account access

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentql

4.1/10
com.mcparmory/agentql

Query webpages and extract structured data using natural language

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Airtable

4.1/10
com.mcparmory/airtable

Create, read, update, and delete records in Airtable bases and tables

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Alchemy Nft

4.1/10
com.mcparmory/alchemy-nft

Retrieve NFT metadata, ownership, and contract details across blockchains

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Alpha Vantage

4.1/10
com.mcparmory/alpha-vantage

Track stock prices, search symbols, and compute 50+ technical indicators

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Apify

4.1/10
com.mcparmory/apify

Build, deploy, and run web scraping and automation actors in the cloud

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud Rust stdio

Apollo

4.1/10
com.mcparmory/apollo

Search and enrich contact and company data from 210M+ people and 35M+ companies

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Asana

4.1/10
com.mcparmory/asana

Manage tasks, projects, portfolios, and team workflows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Productivity stdio

Atlassian Jira

4.1/10
com.mcparmory/atlassian-jira

Create, search, and manage issues, projects, and team workflows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Bamboohr

4.1/10
com.mcparmory/bamboohr

Manage employee records, time off, benefits, and payroll data

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Box

4.1/10
com.mcparmory/box

Manage files, folders, and team collaboration with access controls

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Builtwith

4.1/10
com.mcparmory/builtwith

Detect technologies and tech stacks used on any website

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Canvas

4.1/10
com.mcparmory/canvas

Manage courses, submissions, grades, and student data in Canvas LMS

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Circleci

4.1/10
com.mcparmory/circleci

Manage CI/CD pipelines, workflows, and job metrics across projects

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Clickup

4.1/10
com.mcparmory/clickup

Manage tasks, lists, checklists, comments, and project workflows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Codacy

4.1/10
com.mcparmory/codacy

Analyze code quality, security issues, and coverage across repositories

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Contentful Management

4.1/10
com.mcparmory/contentful-management

Create, update, and publish content across spaces and environments

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Convertapi

4.1/10
com.mcparmory/convertapi

Convert files across 500+ formats: documents, PDFs, and images

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

E2B

4.1/10
com.mcparmory/e2b

Create and manage secure sandboxes for running AI agent code

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Elevenlabs

4.1/10
com.mcparmory/elevenlabs

Convert text to speech, transcribe audio, and dub videos with AI voices

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Figma

4.1/10
com.mcparmory/figma

Export files, access design data, manage projects, comments, and team assets

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Files Com

4.1/10
com.mcparmory/files-com

Manage files, users, and automated workflows across cloud storage and protocols

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Firecrawl

4.1/10
com.mcparmory/firecrawl

Scrape, crawl, and extract structured data from websites at scale

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Web Scraping stdio

Github

4.1/10
com.mcparmory/github

Manage repositories, users, releases, and automate GitHub workflows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Gitlab

4.1/10
com.mcparmory/gitlab

Manage projects, groups, branches, merge requests, and CI/CD pipelines

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Globalping

4.1/10
com.mcparmory/globalping

Run network tests (ping, traceroute, DNS) from probes worldwide

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Google Drive

4.1/10
com.mcparmory/google-drive

Manage files, folders, permissions, and collaborative content in Google Drive

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Google Gmail

4.1/10
com.mcparmory/google-gmail

Send, read, organize emails, manage labels, drafts, and filters

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Email stdio

Google Search Console

4.1/10
com.mcparmory/google-search-console

Query search analytics, manage sitemaps, and inspect site URLs and status

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Google Sheets

4.1/10
com.mcparmory/google-sheets

Create, read, and modify spreadsheet data, formatting, and sheets

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Grafana

4.1/10
com.mcparmory/grafana

Manage dashboards, users, teams, alerts, data sources, and access control

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Klaviyo

4.1/10
com.mcparmory/klaviyo

Create and manage email campaigns, lists, and marketing automation

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Email stdio

Launchdarkly

4.1/10
com.mcparmory/launchdarkly

Manage feature flags, segments, projects, environments, and team members

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Linkly

4.1/10
com.mcparmory/linkly

Create short links, manage domains, and track click analytics

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Linkup

4.1/10
com.mcparmory/linkup

Search the web and fetch pages with sourced results, optimized for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Mailersend

4.1/10
com.mcparmory/mailersend

Send transactional emails, manage domains, and track delivery analytics

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Email stdio

Miro

4.1/10
com.mcparmory/miro

Create and manage collaborative boards, items, and diagrams programmatically

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Mixpanel

4.1/10
com.mcparmory/mixpanel

Analyze user behavior with funnels, retention, cohorts, and event segmentation

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Notion

4.1/10
com.mcparmory/notion

Create, update, and manage pages, databases, and workspace users

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Opencage Geocoding

4.1/10
com.mcparmory/opencage-geocoding

Convert addresses to coordinates and reverse-geocode locations worldwide

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Outline

4.1/10
com.mcparmory/outline

Create, manage, and organize team documents, collections, and share permissions

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Free · No spam

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.