Live · updated 5 hr ago 24,275 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 24,275
Categories 18
Official Servers 0
Remote-Hosted 13,444

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 All24,275 Git / Code14411 Other4075 Search2755 Filesystem1002 Database544 Finance342 AI / ML220 Email199 Calendar146 Cloud128 Analytics104 Browser100 Design66 Docs53 DevOps52 Communication37 Web Scraping24 Productivity17
12,625–12,672 of 14,411 servers · Git / Code

Qidi Printer MCP

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

Qidi Printer 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 Server by MEOK AI Labs

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

Social Media Ai MCP

4.1/10
io.github.CSOAI-ORG/social-media-ai-mcp

Social Media Ai MCP Server by MEOK AI Labs

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

Stripe Billing MCP

4.1/10
io.github.CSOAI-ORG/stripe-billing-mcp

Stripe Billing MCP Server by MEOK AI Labs

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

Ryvo Gateway

4.1/10
io.github.Ryvonetwork/ryvo-gateway

MCP server for Ryvo Gateway x402, Helius Wallet, and Tokens API market data.

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

Agentpromocode

4.1/10
io.github.fedepellegrini/agentpromocode

ACDP reference MCP server for promo-code resolution and checkout feedback.

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

Zendesk MCP

4.1/10
io.github.michaelrice/zendesk-mcp

Zendesk MCP server for Claude Code and other MCP clients

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

Realevents

4.1/10
io.github.ykastelnik/realevents

Create and manage events in seconds from your AI assistant. No account needed.

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

Media MCP

4.1/10
io.github.avclabs/media-mcp

MCP Server for video enhancement and image segmentation (SAM3)

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

Vmware Avi

4.1/10
io.github.zw008/vmware-avi

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.

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

Ntfy MCP Server

4.1/10
io.github.cyanheads/ntfy-mcp-server

Send, manage, and replay ntfy push notifications via MCP.

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

Clio MCP

4.1/10
io.github.Advocate-Cloud-Solutions/clio-mcp

MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.

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

Filevine MCP

4.1/10
io.github.Advocate-Cloud-Solutions/filevine-mcp

MCP server for Filevine matter management - by Advocate Cloud Solutions.

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

Citecite MCP

4.1/10
io.github.MukundaKatta/citecite-mcp

Inject, parse, and strip [N] citation markers in RAG outputs.

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

Csv Tools MCP

4.1/10
io.github.MukundaKatta/csv-tools-mcp

Reliable CSV parsing + generation. Handles quotes, embedded commas, BOMs, CRLF.

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

Diff MCP

4.1/10
io.github.MukundaKatta/diff-mcp

Character-precise unified diff + patch application + patch parsing.

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

Html To Markdown MCP

4.1/10
io.github.MukundaKatta/html-to-markdown-mcp

Convert HTML to Markdown or strip to plain text. For web-scraping agents.

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

Jmespath MCP

4.1/10
io.github.MukundaKatta/jmespath-mcp

Run JMESPath queries against JSON. Pure JS, no native binary needed.

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

MCP Server

4.1/10
io.github.MukundaKatta/json5-mcp

Parse JSON5 (comments, trailing commas, unquoted keys) and emit strict JSON.

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

Promptbudget MCP

4.1/10
io.github.MukundaKatta/promptbudget-mcp

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

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

Ragdrift MCP

4.1/10
io.github.MukundaKatta/ragdrift-mcp

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

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

Ragmetric MCP

4.1/10
io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

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

Shellquote MCP

4.1/10
io.github.MukundaKatta/shellquote-mcp

Safe shell argument escaping for bash, cmd.exe, and PowerShell.

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

Timezone MCP

4.1/10
io.github.MukundaKatta/timezone-mcp

IANA timezone conversions with real DST rules.

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

Toml Yaml Json MCP

4.1/10
io.github.MukundaKatta/toml-yaml-json-mcp

Parse, format, and convert configs across TOML, YAML, and JSON.

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

Gws MCP

4.1/10
io.github.shigechika/gws-mcp

MCP fork of Google Workspace CLI (Gmail, Drive, Calendar, and more)

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.