Live · updated 16 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
5,809–5,856 of 6,332 servers · Git / Code

Music Production Ai MCP

4.1/10
io.github.CSOAI-ORG/music-production-ai-mcp

music-production-ai-mcp MCP server by MEOK AI Labs

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

Nist Rmf Ai MCP

4.1/10
io.github.CSOAI-ORG/nist-rmf-ai-mcp

nist-rmf-ai-mcp MCP server by MEOK AI Labs

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

Note Taking Ai MCP

4.1/10
io.github.CSOAI-ORG/note-taking-ai-mcp

note-taking-ai-mcp MCP server by MEOK AI Labs

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

Notification Ai MCP

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

notification-ai-mcp MCP server by MEOK AI Labs

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

Nutrition Tracker Ai MCP

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

nutrition-tracker-ai-mcp MCP server by MEOK AI Labs

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

Optometry Ai Safety MCP

4.1/10
io.github.CSOAI-ORG/optometry-ai-safety-mcp

optometry-ai-safety-mcp MCP server by MEOK AI Labs

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

Otp Ai MCP

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

otp-ai-mcp MCP server by MEOK AI Labs

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

Owasp Agentic MCP

4.1/10
io.github.CSOAI-ORG/owasp-agentic-mcp

owasp-agentic-mcp MCP server by MEOK AI Labs

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

Password Ai MCP

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

password-ai-mcp MCP server by MEOK AI Labs

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

Patient Safety Ai MCP

4.1/10
io.github.CSOAI-ORG/patient-safety-ai-mcp

patient-safety-ai-mcp MCP server by MEOK AI Labs

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

Pci Dss MCP

4.1/10
io.github.CSOAI-ORG/pci-dss-mcp

pci-dss-mcp MCP server by MEOK AI Labs

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

Pdf Document MCP

4.1/10
io.github.CSOAI-ORG/pdf-document-mcp

pdf-document-mcp MCP server by MEOK AI Labs

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

Pdf Merge Ai MCP

4.1/10
io.github.CSOAI-ORG/pdf-merge-ai-mcp

pdf-merge-ai-mcp MCP server by MEOK AI Labs

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

Pdf Tools Ai MCP

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

pdf-tools-ai-mcp MCP server by MEOK AI Labs

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

Performance Ai MCP

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

performance-ai-mcp MCP server by MEOK AI Labs

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

Personal Finance Ai MCP

4.1/10
io.github.CSOAI-ORG/personal-finance-ai-mcp

personal-finance-ai-mcp MCP server by MEOK AI Labs

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

Pet Care Ai MCP

4.1/10
io.github.CSOAI-ORG/pet-care-ai-mcp

pet-care-ai-mcp MCP server by MEOK AI Labs

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

Photography Ai MCP

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

photography-ai-mcp MCP server by MEOK AI Labs

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

Plagiarism Checker Ai MCP

4.1/10
io.github.CSOAI-ORG/plagiarism-checker-ai-mcp

plagiarism-checker-ai-mcp MCP server by MEOK AI Labs

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

Planthire Ai MCP

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

planthire-ai-mcp MCP server by MEOK AI Labs

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

Pomodoro Ai MCP

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

pomodoro-ai-mcp MCP server by MEOK AI Labs

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

Price Tracker Ai MCP

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

price-tracker-ai-mcp MCP server by MEOK AI Labs

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

Project Management Ai MCP

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

project-management-ai-mcp MCP server by MEOK AI Labs

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

Proofof Ai MCP

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

proofof-ai-mcp MCP server by MEOK AI Labs

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

Qidi Printer MCP

4.1/10
io.github.CSOAI-ORG/qidi-printer-mcp

qidi-printer-mcp MCP server by MEOK AI Labs

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

Qr Code Ai MCP

4.1/10
io.github.CSOAI-ORG/qr-code-ai-mcp

qr-code-ai-mcp MCP server by MEOK AI Labs

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

Quiz Generator Ai MCP

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

quiz-generator-ai-mcp MCP server by MEOK AI Labs

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

Rag Knowledge Graph MCP

4.1/10
io.github.CSOAI-ORG/rag-knowledge-graph-mcp

rag-knowledge-graph-mcp MCP server by MEOK AI Labs

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

Rag Knowledge MCP

4.1/10
io.github.CSOAI-ORG/rag-knowledge-mcp

rag-knowledge-mcp MCP server by MEOK AI Labs

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

Readme Generator Ai MCP

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

readme-generator-ai-mcp MCP server by MEOK AI Labs

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

Real Estate Listing MCP

4.1/10
io.github.CSOAI-ORG/real-estate-listing-mcp

real-estate-listing-mcp MCP server by MEOK AI Labs

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

Recipe Finder Ai MCP

4.1/10
io.github.CSOAI-ORG/recipe-finder-ai-mcp

recipe-finder-ai-mcp MCP server by MEOK AI Labs

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

Recruitment Ai MCP

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

recruitment-ai-mcp MCP server by MEOK AI Labs

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

Regex Ai MCP

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

regex-ai-mcp MCP server by MEOK AI Labs

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

Regulatory Webhook MCP

4.1/10
io.github.CSOAI-ORG/regulatory-webhook-mcp

regulatory-webhook-mcp MCP server by MEOK AI Labs

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

Restaurant Ai MCP

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

restaurant-ai-mcp MCP server by MEOK AI Labs

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

Resume Parser Ai MCP

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

resume-parser-ai-mcp MCP server by MEOK AI Labs

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

Risk Assessment Ai MCP

4.1/10
io.github.CSOAI-ORG/risk-assessment-ai-mcp

risk-assessment-ai-mcp MCP server by MEOK AI Labs

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

Robotics Control MCP

4.1/10
io.github.CSOAI-ORG/robotics-control-mcp

robotics-control-mcp MCP server by MEOK AI Labs

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

Scam Detector MCP

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

scam-detector-mcp MCP server by MEOK AI Labs

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

Schema Validator Ai MCP

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

schema-validator-ai-mcp MCP server by MEOK AI Labs

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

Security Scanner Ai MCP

4.1/10
io.github.CSOAI-ORG/security-scanner-ai-mcp

security-scanner-ai-mcp MCP server by MEOK AI Labs

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

Self Healing Infrastructure MCP

4.1/10
io.github.CSOAI-ORG/self-healing-infrastructure-mcp

self-healing-infrastructure-mcp MCP server by MEOK AI Labs

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

Sentiment Analysis Ai MCP

4.1/10
io.github.CSOAI-ORG/sentiment-analysis-ai-mcp

sentiment-analysis-ai-mcp MCP server by MEOK AI Labs

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

Seo Checker Ai MCP

4.1/10
io.github.CSOAI-ORG/seo-checker-ai-mcp

seo-checker-ai-mcp MCP server by MEOK AI Labs

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

Slack Enterprise MCP

4.1/10
io.github.CSOAI-ORG/slack-enterprise-mcp

slack-enterprise-mcp MCP server by MEOK AI Labs

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

Sleep Tracker Ai MCP

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

sleep-tracker-ai-mcp MCP server by MEOK AI Labs

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

Slugify Ai MCP

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

slugify-ai-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.