Live · updated 18 hr ago 41,919 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 41,919
Categories 18
Official Servers 0
Remote-Hosted 26,858

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 All41,919 Git / Code23030 Other8799 Search4639 Filesystem1744 Database799 Finance639 AI / ML436 Email404 Calendar318 Cloud226 Browser178 Design161 Analytics161 Docs107 DevOps93 Communication88 Web Scraping74 Productivity23
19,489–19,536 of 23,030 servers · Git / Code

Cybersecurity Ai MCP

4.1/10
io.github.CSOAI-ORG/cybersecurity-ai-mcp

Cybersecurity Ai MCP Server by MEOK AI Labs

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

Data Science Ai MCP

4.1/10
io.github.CSOAI-ORG/data-science-ai-mcp

Data Science Ai MCP Server by MEOK AI Labs

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

Dataprivacy Ai MCP

4.1/10
io.github.CSOAI-ORG/dataprivacy-ai-mcp

Dataprivacy Ai MCP Server by MEOK AI Labs

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

Date Calculator Ai MCP

4.1/10
io.github.CSOAI-ORG/date-calculator-ai-mcp

Date Calculator Ai MCP Server by MEOK AI Labs

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

Deepfake Detector MCP

4.1/10
io.github.CSOAI-ORG/deepfake-detector-mcp

Deepfake Detector MCP Server by MEOK AI Labs

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

Dependency Updater Ai MCP

4.1/10
io.github.CSOAI-ORG/dependency-updater-ai-mcp

Dependency Updater Ai MCP Server by MEOK AI Labs

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

Devops Ai MCP

4.1/10
io.github.CSOAI-ORG/devops-ai-mcp

Devops Ai MCP Server by MEOK AI Labs

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

Diff Ai MCP

4.1/10
io.github.CSOAI-ORG/diff-ai-mcp

Diff Ai MCP Server by MEOK AI Labs

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

Docker Helper Ai MCP

4.1/10
io.github.CSOAI-ORG/docker-helper-ai-mcp

Docker Helper Ai MCP Server by MEOK AI Labs

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

Dockerfile Generator Ai MCP

4.1/10
io.github.CSOAI-ORG/dockerfile-generator-ai-mcp

Dockerfile Generator Ai MCP Server by MEOK AI Labs

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

Document Comparison Ai MCP

4.1/10
io.github.CSOAI-ORG/document-comparison-ai-mcp

Document Comparison Ai MCP Server by MEOK AI Labs

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

Drone Airspace Governance MCP

4.1/10
io.github.CSOAI-ORG/drone-airspace-governance-mcp

Drone Airspace Governance MCP Server by MEOK AI Labs

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

Ecommerce Ai MCP

4.1/10
io.github.CSOAI-ORG/ecommerce-ai-mcp

Ecommerce Ai MCP Server by MEOK AI Labs

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

Education Ai MCP

4.1/10
io.github.CSOAI-ORG/education-ai-mcp

Education Ai MCP Server by MEOK AI Labs

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

Email Automation MCP

4.1/10
io.github.CSOAI-ORG/email-automation-mcp

Email Automation MCP Server by MEOK AI Labs

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

Email Validator Ai MCP

4.1/10
io.github.CSOAI-ORG/email-validator-ai-mcp

Email Validator Ai MCP Server by MEOK AI Labs

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

Emoji Ai MCP

4.1/10
io.github.CSOAI-ORG/emoji-ai-mcp

Emoji Ai MCP Server by MEOK AI Labs

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

Encoder Ai MCP

4.1/10
io.github.CSOAI-ORG/encoder-ai-mcp

Encoder Ai MCP Server by MEOK AI Labs

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

Env Manager Ai MCP

4.1/10
io.github.CSOAI-ORG/env-manager-ai-mcp

Env Manager Ai MCP Server by MEOK AI Labs

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

Event Planning Ai MCP

4.1/10
io.github.CSOAI-ORG/event-planning-ai-mcp

Event Planning Ai MCP Server by MEOK AI Labs

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

Expense Tracker Ai MCP

4.1/10
io.github.CSOAI-ORG/expense-tracker-ai-mcp

Expense Tracker Ai MCP Server by MEOK AI Labs

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

Explainability Report MCP

4.1/10
io.github.CSOAI-ORG/explainability-report-mcp

Explainability Report MCP Server by MEOK AI Labs

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

Faker Ai MCP

4.1/10
io.github.CSOAI-ORG/faker-ai-mcp

Faker Ai MCP Server by MEOK AI Labs

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

Feedback Analyzer Ai MCP

4.1/10
io.github.CSOAI-ORG/feedback-analyzer-ai-mcp

Feedback Analyzer Ai MCP Server by MEOK AI Labs

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

File Organizer Ai MCP

4.1/10
io.github.CSOAI-ORG/file-organizer-ai-mcp

File Organizer Ai MCP Server by MEOK AI Labs

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

Fishkeeper Ai MCP

4.1/10
io.github.CSOAI-ORG/fishkeeper-ai-mcp

Fishkeeper Ai MCP Server by MEOK AI Labs

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

Fitness Ai MCP

4.1/10
io.github.CSOAI-ORG/fitness-ai-mcp

Fitness Ai MCP Server by MEOK AI Labs

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

Flashcard Ai MCP

4.1/10
io.github.CSOAI-ORG/flashcard-ai-mcp

Flashcard Ai MCP Server by MEOK AI Labs

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

Flight Logger MCP

4.1/10
io.github.CSOAI-ORG/flight-logger-mcp

Flight Logger MCP Server by MEOK AI Labs

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

Focus Timer Ai MCP

4.1/10
io.github.CSOAI-ORG/focus-timer-ai-mcp

Focus Timer Ai MCP Server by MEOK AI Labs

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

Gardening Ai MCP

4.1/10
io.github.CSOAI-ORG/gardening-ai-mcp

Gardening Ai MCP Server by MEOK AI Labs

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

Geolocation Ai MCP

4.1/10
io.github.CSOAI-ORG/geolocation-ai-mcp

Geolocation Ai MCP Server by MEOK AI Labs

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

Git Helper Ai MCP

4.1/10
io.github.CSOAI-ORG/git-helper-ai-mcp

Git Helper Ai MCP Server by MEOK AI Labs

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

Gods Eye Geospatial MCP

4.1/10
io.github.CSOAI-ORG/gods-eye-geospatial-mcp

Gods Eye Geospatial MCP Server by MEOK AI Labs

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

Grammar Fix Ai MCP

4.1/10
io.github.CSOAI-ORG/grammar-fix-ai-mcp

Grammar Fix Ai MCP Server by MEOK AI Labs

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

Habit Tracker Ai MCP

4.1/10
io.github.CSOAI-ORG/habit-tracker-ai-mcp

Habit Tracker Ai MCP Server by MEOK AI Labs

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

Hash Utils Ai MCP

4.1/10
io.github.CSOAI-ORG/hash-utils-ai-mcp

Hash Utils Ai MCP Server by MEOK AI Labs

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

Health Check Ai MCP

4.1/10
io.github.CSOAI-ORG/health-check-ai-mcp

Health Check Ai MCP Server by MEOK AI Labs

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

Healthcare Ai Governance MCP

4.1/10
io.github.CSOAI-ORG/healthcare-ai-governance-mcp

Healthcare Ai Governance MCP Server by MEOK AI Labs

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

Healthcare Fhir MCP

4.1/10
io.github.CSOAI-ORG/healthcare-fhir-mcp

Healthcare Fhir MCP Server by MEOK AI Labs

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

Hr Management Ai MCP

4.1/10
io.github.CSOAI-ORG/hr-management-ai-mcp

Hr Management Ai MCP Server by MEOK AI Labs

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

Html Parser Ai MCP

4.1/10
io.github.CSOAI-ORG/html-parser-ai-mcp

Html Parser Ai MCP Server by MEOK AI Labs

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

Hydration Reminder Ai MCP

4.1/10
io.github.CSOAI-ORG/hydration-reminder-ai-mcp

Hydration Reminder Ai MCP Server by MEOK AI Labs

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

Icon Generator Ai MCP

4.1/10
io.github.CSOAI-ORG/icon-generator-ai-mcp

Icon Generator Ai MCP Server by MEOK AI Labs

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

Image Metadata Ai MCP

4.1/10
io.github.CSOAI-ORG/image-metadata-ai-mcp

Image Metadata Ai MCP Server by MEOK AI Labs

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

Insurance Verification MCP

4.1/10
io.github.CSOAI-ORG/insurance-verification-mcp

Insurance Verification MCP Server by MEOK AI Labs

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

Inventory Management Ai MCP

4.1/10
io.github.CSOAI-ORG/inventory-management-ai-mcp

Inventory Management Ai MCP Server by MEOK AI Labs

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

Invoice Generator Ai MCP

4.1/10
io.github.CSOAI-ORG/invoice-generator-ai-mcp

Invoice Generator Ai MCP Server by MEOK AI Labs

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