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.

Browse & filter
Top score Most stars Newest
Category All42,396 Git / Code23173 Other8959 Search4701 Filesystem1778 Database808 Finance653 AI / ML437 Email414 Calendar327 Cloud230 Browser181 Analytics169 Design167 Docs109 Communication95 DevOps94 Web Scraping78 Productivity23
35,857–35,904 of 42,396 servers

Compression Ai MCP

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

Compression Ai MCP Server by MEOK AI Labs

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

Config Validator Ai MCP

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

Config Validator Ai MCP Server by MEOK AI Labs

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

Consciousness Engine MCP

4.1/10
io.github.CSOAI-ORG/consciousness-engine-mcp

Consciousness Engine MCP Server by MEOK AI Labs

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

Content Calendar Ai MCP

4.1/10
io.github.CSOAI-ORG/content-calendar-ai-mcp

Content Calendar Ai MCP Server by MEOK AI Labs

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

Content Registry MCP

4.1/10
io.github.CSOAI-ORG/content-registry-mcp

Content Registry MCP Server by MEOK AI Labs

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

Contract Review Ai MCP

4.1/10
io.github.CSOAI-ORG/contract-review-ai-mcp

Contract Review Ai MCP Server by MEOK AI Labs

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

Creativity Engine MCP

4.1/10
io.github.CSOAI-ORG/creativity-engine-mcp

Creativity Engine MCP Server by MEOK AI Labs

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

Crm Ai MCP

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

Crm Ai MCP Server by MEOK AI Labs

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

Cron Ai MCP

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

Cron Ai MCP Server by MEOK AI Labs

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

Crypto Tracker Ai MCP

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

Crypto Tracker Ai MCP Server by MEOK AI Labs

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

Csrd Compliance MCP

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

Csrd Compliance MCP Server by MEOK AI Labs

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

Csv Analytics MCP

4.1/10
io.github.CSOAI-ORG/csv-analytics-mcp

Csv Analytics MCP Server by MEOK AI Labs

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

Csv Tools Ai MCP

4.1/10
io.github.CSOAI-ORG/csv-tools-ai-mcp

Csv Tools Ai MCP Server by MEOK AI Labs

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

Currency Converter Ai MCP

4.1/10
io.github.CSOAI-ORG/currency-converter-ai-mcp

Currency Converter Ai MCP Server by MEOK AI Labs

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

Customer Support Ai MCP

4.1/10
io.github.CSOAI-ORG/customer-support-ai-mcp

Customer Support Ai MCP Server by MEOK AI Labs

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

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 →

Database Universal MCP

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

Database Universal 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 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 →
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.