Live · updated 16 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
41,377–41,424 of 41,542 servers

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

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

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

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

Agkit

3.3/10
cloud.agkit/agkit

AgentKit management-plane CLI + MCP server (agkit).

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

MCP Server

3.3/10
io.github.brocamp/mcp

Brototype MCP Hub — Query Brocamp Data

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

Heterogent

3.3/10
io.github.heterogentdev/heterogent

Hire AI agents with trustless USDC escrow on Solana from your AI assistant.

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

MCP Server

3.3/10
com.llmnesia/mcp

Search your AI chat history from Claude, Cursor, Codex, and other MCP clients.

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

Pgtriage

3.3/10
io.github.pgtriage/pgtriage

Read-only MCP server for evidence-based PostgreSQL performance auditing.

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

Agents U Cash

3.3/10
io.github.uantum/agents-u-cash

Non-custodial HTTP-402 crypto payments for AI agents. 77-tool MCP server.

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

Rtl Lint MCP

3.3/10
io.github.jaspresi/rtl-lint-mcp

Lint Verilog and SystemVerilog files and projects with structured diagnostics.

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

Keystone Verify Proxy MCP

3.3/10
io.github.CSOAI-ORG/keystone-verify-proxy-mcp

VM-side verify proxy for keystone attestations

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

Meok Article 50 Kit MCP

3.3/10
io.github.CSOAI-ORG/meok-article-50-kit-mcp

EU AI Act Article 50 compliance kit — high-risk AI system readiness checker

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

Mcpsentry

3.3/10
io.github.Roshan6335/mcpsentry

Security scanner and runtime proxy for MCP servers.

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

Topicgate

3.3/10
io.github.Dumdart/topicgate

Secure local access to MQTT topics through MCP.

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

Ssh Nexus

3.3/10
io.github.quwentao2005/ssh-nexus

MCP server and web terminal for shared SSH sessions and reusable command sets.

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

Agents U Cash

3.3/10
io.github.uxdevo/agents-u-cash

Non-custodial HTTP-402 crypto payments for AI agents. 79-tool MCP server.

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

Livenxmcp

3.3/10
com.bluecat/livenxmcp

LiveNX Network Observability MCP Server

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

Livewiremcp

3.3/10
com.bluecat/livewiremcp

LiveAction LiveWire MCP Server

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

Carstrike MCP Server

3.3/10
io.github.carstrikeAU/carstrike-mcp-server

Live JDM auction search, SEV compliance checks, and import cost calculator.

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

Hypermarrow

3.3/10
cool.qianshi/hypermarrow

Local-first long-term memory for AI coding agents. Stored on your own machine.

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

Harmony MCP

3.3/10
io.github.AbduljabbarBXR/harmony-mcp

Repo rules enforcement for AI agents. Checks diffs against repo conventions.

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

Token Gate MCP

3.3/10
io.github.AbduljabbarBXR/token-gate-mcp

Token and context budget for AI agents. Tracks spend and gates the session.

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

Kindlesms

3.3/10
io.github.lexerAnn/kindlesms

Send SMS, manage approved sender IDs, and check credits via KindleSMS.

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

Tern

3.3/10
io.github.zyf8827/tern

Model Context Protocol (MCP) server for Tern E2E testing platform

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

Integritymcp

3.3/10
com.bluecat/integritymcp

BlueCat Integrity MCP Server (formerly bammcp)

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

Lowdown Proxy

3.3/10
io.github.PetShopBros/lowdown-proxy

stdio proxy and MCP tools for recording AI agent interactions.

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

Ubitoushiha My First MCP

3.3/10
io.github.ObitoUchiha930/ubitoushiha-my-first-mcp

My first MCP server for testing

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

Test MCP Server

3.3/10
io.github.sasikumarlilly/test-mcp-server

Internal test MCP server for local dev and Bifrost integration testing.

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

Skill Maintenance MCP

3.3/10
io.github.mo9652962-ai/skill-maintenance-mcp

技能库维护 MCP server：损坏扫描/改前备份/决策日志/体检（skill-evolution 机械环节工具化），uvx 一行接入

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

Google Ads Library

3.3/10
io.github.proxy-intell/google-ads-library

Visual MCP server for Google Ads Transparency Center. See ad copy in chat.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code 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 →
Weekly briefing

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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.