Live · updated 6 hr ago 18,621 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 18,621
Categories 18
Official Servers 0
Remote-Hosted 9,295

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 All18,621 Git / Code11279 Other2851 Search2158 Filesystem754 Database468 Finance268 AI / ML166 Email147 Cloud96 Calendar96 Analytics80 Browser70 Design51 DevOps43 Docs41 Communication22 Web Scraping16 Productivity15
18,529–18,576 of 18,621 servers

Bharatlas MCP

3.3/10
io.github.urbanmorph/bharatlas-mcp

Query India's open geo data. Locate, filter, nearby search across layers.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Search 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

Nol MCP

3.3/10
io.github.YawLabs/nol-mcp

nol MCP server -- search, cited Q&A, and pages over your team's knowledge base

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Viberaven

3.3/10
io.github.ohad6k/viberaven

VibeRaven MCP for production-readiness checks and Launch Autopilot next actions

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

MCP Server

3.3/10
com.it.dpf/mcp-server

AI-powered data integration platform. Onboard users and run DPF data workflows.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other Rust 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

Bridge MCP

3.3/10
io.github.CSOAI-ORG/as400-bridge-mcp

IBM i / RPG / DB2 bridge — parse, map, govern (IBM i security / SOX).

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

Ouroboros Tools

3.3/10
com.borisinc/ouroboros-tools

RENAMED: use com.borisinc/tools (same service, tools.borisinc.com).

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other 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

Ticktest MCP

3.3/10
io.github.shakagold/ticktest-mcp

A股量化回测 MCP Server——让 AI Agent 用自然语言回测 A 股，说一句秒出结果。单/双均线×任意周期×跨频组合，海龟交易永久免费。

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

Yandex Wiki Search MCP

3.3/10
io.github.dlbolshov/yandex-wiki-search-mcp

MCP server for Yandex Wiki with full-text search.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Search 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

Trading MCP

3.3/10
com.ai-rook.agents/trading-mcp

22 pay-per-call agent APIs on x402: trading, web, AI, image gen. USDC on Base.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Finance stdio

Anzenna

3.1/10
ai.anzenna/anzenna

MCP server for Anzenna

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote
Remote →

MCP Api

3.1/10
ai.gomarble/mcp-api

GoMarble MCP API Server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote
Remote →

Skybridge

3.1/10
com.fenetresurciel.mcp/skybridge

Test server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Unblocked MCP

3.1/10
com.getunblocked/unblocked-mcp

Unblocked MCP Server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.1/10
com.notion/mcp

Official Notion MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Productivity streamable-http Remote
Remote →

Remote MCP Server

3.1/10
io.coupler/remote-mcp-server

Coupler.io remote MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Whiteboard

3.1/10
io.github.chenlidongorg/whiteboard

Whiteboard MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Blockscholes MCP Server

3.1/10
io.github.tonymaynard97/blockscholes-mcp-server

NaN - DO not use, test.

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Workmagic MCP

3.1/10
io.github.workmagicio/workmagic-mcp

WorkMagic MCP

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Clouddj

3.1/10
live.alpic.clouddj-ce0f8cfd/clouddj

cloud_dj

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Email MCP

3.1/10
live.alpic.email-mcp-400f7a0b/email-mcp

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Remote →

Email MCP

3.1/10
live.alpic.email-mcp-8d084a7a/email-mcp

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Remote →

Email MCP

3.1/10
live.alpic.email-mcp-dbb94dbf/email-mcp

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Remote →

Email MCP

3.1/10
live.alpic.email-mcp-ded4e7db/email-mcp

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Remote →

Gueguesser Chatgptapp

3.1/10
live.alpic.gueguesser-chatgptap-68537aa2/gueguesser-chatgptapp

Geography Guesser game

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Linkup Company Research

3.1/10
live.alpic.linkup-company-resea-2df3e8e8/Linkup-Company-Research

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Mcpimmo

3.1/10
live.alpic.mcpimmo-10e693d9/mcpimmo

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Node Email MCP

3.1/10
live.alpic.node-email-mcp-b25f10ec/node-email-mcp

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Remote →

Node MCP

3.1/10
live.alpic.node-mcp-3a40efc5/node-mcp

Description of my MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Qa Test Cli

3.1/10
live.alpic.qa-test-cli-b955e6a8/qa-test-cli

Testing publish command

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →
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.