Live · updated 23 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
8,545–8,592 of 9,792 servers

Database Universal MCP

4.1/10
io.github.CSOAI-ORG/database-universal-mcp

database-universal-mcp MCP server by MEOK AI Labs

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

Dataprivacy Ai MCP

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

dataprivacy-ai-mcp 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 MCP server by MEOK AI Labs

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

Eu Ai Act Compliance MCP

4.1/10
io.github.CSOAI-ORG/eu-ai-act-compliance-mcp

Eu Ai Act Compliance 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 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 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 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 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 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 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 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 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 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 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 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 MCP server by MEOK AI Labs

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

Gdpr Compliance Ai MCP

4.1/10
io.github.CSOAI-ORG/gdpr-compliance-ai-mcp

gdpr-compliance-ai-mcp 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 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 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 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 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 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 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 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 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 MCP server by MEOK AI Labs

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

Hipaa Compliance MCP

4.1/10
io.github.CSOAI-ORG/hipaa-compliance-mcp

hipaa-compliance-mcp 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 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 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 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 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 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 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.