Live · updated 15 hr ago 41,542 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 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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 All41,542 Git / Code22887 Other8675 Search4600 Filesystem1729 Database792 Finance635 AI / ML429 Email392 Calendar314 Cloud223 Browser175 Design159 Analytics158 Docs103 DevOps91 Communication86 Web Scraping71 Productivity23
22,753–22,800 of 22,887 servers · Git / Code

Agent Guardrails

3.3/10
io.github.logi-cmd/agent-guardrails

Merge gates and safety checks for AI coding agents via MCP.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Powerbi Analyst MCP

3.3/10
io.github.mbrummerstedt/powerbi-analyst-mcp

Browse Power BI workspaces, run DAX queries, and page through large results.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tw Cwa Weather MCP

3.3/10
io.github.nigue3025/tw-cwa-weather-mcp

Access Taiwan CWA weather data and forecasts for all counties and cities

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Fintel Discovery

3.3/10
io.github.nikolayds/fintel-discovery

DEPRECATED — this server is no longer maintained.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

First Agentic Csa

3.3/10
io.github.ramalamadingdong/first-agentic-csa

FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Avm MCP Server

3.3/10
io.github.stefanstranger/avm-mcp-server

Discover and explore Azure Verified Modules from the Bicep Public Registry

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stockfish MCP

3.3/10
io.github.stepbot/stockfish-mcp

A Stockfish MCP server to allow an LLM to play chess against Stockfish

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tickory MCP

3.3/10
io.github.tickory/tickory-mcp

Tickory MCP server for Binance scans, alert events, and explainability.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Stata

3.3/10
io.github.tmonk/mcp-stata

A lightweight MCP server for Stata.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Satring MCP

3.3/10
io.github.toadlyBroodle/satring-mcp

Discover and compare L402 + x402 paid API services from satring.com

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Apiiro

3.3/10
io.github.vardior9/apiiro

Ship software securely with an AI AppSec Agent

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Policycheck

3.3/10
io.github.vibegpt/policycheck

AI seller verification and policy risk analysis for any online store.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Evidra

3.3/10
io.github.vitas/evidra

Evidra — Flight recorder for AI infrastructure agents

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hn MCP Server

3.3/10
io.github.wei/hn-mcp-server

Model Context Protocol server for HackerNews API access.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Decixa MCP

3.3/10
io.github.koki-socialgist/decixa-mcp

Decixa MCP Server — intent-driven API discovery and selection for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Raumnebenan MCP

3.3/10
io.github.mynona/raumnebenan-mcp

raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Greenhouse MCP

3.3/10
io.github.benmonopoli/greenhouse-mcp

Production-ready MCP server for Greenhouse with 175 tools for recruiting teams

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentline MCP

3.3/10
io.github.jgottlieb84/agentline-mcp

Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Simple MCP Http

3.3/10
io.github.oleksii-donets/simple_mcp_http

A Test MCP server that provides tools, promts and resources

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Motion MCP Public

3.3/10
io.github.dishui/motion-mcp-public

Remote MCP server bridging Motion to Claude

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Optometry Ai Safety MCP

3.3/10
io.github.CSOAI-ORG/optometry-ai-safety-mcp

Optometry Ai Safety MCP Server by MEOK AI Labs

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Nexus Financial

3.3/10
io.github.RileyCraig14/nexus-financial

Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.3/10
io.github.runsec-io/mcp

RunSec MCP server for workspace security scanning and remediation workflows.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mgc Blackbox

3.3/10
io.github.zkeviny/mgc-blackbox

A trusted local encrypted execution boundary for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Ga4

3.3/10
io.github.perceptdot/ga4

AI agent vision for Google Analytics 4 — with ROI measurement. perceptdot.com

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Github

3.3/10
io.github.perceptdot/github

AI agent vision for GitHub repository monitoring — with ROI measurement.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Vercel

3.3/10
io.github.perceptdot/vercel

AI agent vision for Vercel deployments — with ROI measurement. perceptdot.com

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Intent Runtime

3.3/10
io.github.followtz/intent-runtime

Express intent, get results. One unified entry point.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Utils

3.3/10
io.github.followtz/mcp-utils

Data processing tools: CSV, cleaning, stats, image, report, save, shell

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Care Home Scheduling MCP

3.3/10
io.github.CSOAI-ORG/care-home-scheduling-mcp

care-home-scheduling-mcp for domiciliary opticians

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Cqc Compliance MCP

3.3/10
io.github.CSOAI-ORG/cqc-compliance-mcp

cqc-compliance-mcp for domiciliary opticians

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Meok Ai Reflection MCP

3.3/10
io.github.CSOAI-ORG/meok-ai-reflection-mcp

MEOK AI Labs - ai-reflection MCP server extracted from SOV3

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Meok Bft Governance MCP

3.3/10
io.github.CSOAI-ORG/meok-bft-governance-mcp

MEOK AI Labs - bft-governance MCP server extracted from SOV3

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Meok Neural Health Monitor MCP

3.3/10
io.github.CSOAI-ORG/meok-neural-health-monitor-mcp

MEOK AI Labs - neural-health-monitor MCP server extracted from SOV3

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Meok Quantum Scoring MCP

3.3/10
io.github.CSOAI-ORG/meok-quantum-scoring-mcp

MEOK AI Labs - quantum-scoring MCP server extracted from SOV3

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Optometry Patient MCP

3.3/10
io.github.CSOAI-ORG/optometry-patient-mcp

FHIR-based patient records for domiciliary opticians

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Finvariant MCP

3.3/10
io.github.arikanatakan/finvariant-mcp

Financial-statement integrity checks (footing, tie-out) for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mtop Devtools

3.3/10
io.github.F-loat/mtop-devtools

让 AI 与 Chrome 浏览器实时交互：获取历史请求、控制台日志、RUM/埋点事件，并动态设置 Mock 数据。

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Key Drivers MCP

3.3/10
io.github.petrmasa/key-drivers-mcp

MCP server for key driver and feature importance analysis based on rule mining

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Prepilot Agency Suite

3.3/10
io.github.imMamdouhaboammar/PrePilot-Agency-Suite

Access 526 structured marketing, SEO, and copywriting workflows via MCP.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Docdiagram MCP

3.3/10
io.github.docdiagram/docdiagram-mcp

DocDiagram MCP server - embedded diagrams in MDX docs

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Weather

3.3/10
io.github.pboddupalli1/weather

An MCP server for weather information.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Cronus MCP

3.3/10
io.github.Artem1981777/cronus-mcp

On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mcpvessel Docs

3.3/10
io.github.okedeji/mcpvessel-docs

mcpvessel agent io.github.okedeji/mcpvessel-docs

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Deepseek Pdf Reader

3.3/10
io.github.flt1milize/deepseek-pdf-reader

PDF文字提取(自动OCR) · 搜索(正则+高亮) · 表格(三路径) · 预览 · 摘要 · 图片 · 单页 · OCR进度推送

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.3/10
io.github.pa1ch/yandex360-mcp

MCP server for Yandex 360 services (Wiki, and more) — tools for AI assistants.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stateless Math Worker

3.3/10
io.github.seob5285-alt/stateless-math-worker

Stateless array aggregation utility engine via x402 microtransactions.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Livenxmcp

3.3/10
io.github.bdimic-bluecat/livenxmcp

MCP server for LiveAction LiveNX (quay.io / MCP registry test publish)

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
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.