Live · updated 8 hr ago 15,953 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 15,953
Categories 18
Official Servers 0
Remote-Hosted 7,695

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 All15,953 Git / Code10074 Other2168 Search1797 Filesystem611 Database415 Finance215 AI / ML132 Email114 Cloud87 Calendar72 Analytics56 Browser54 Design46 Docs34 DevOps32 Communication16 Web Scraping15 Productivity15
15,745–15,792 of 15,953 servers

Pet Listings

3.5/10
com.pawlisty/pet-listings

Search live Pawlisty pet listings by species, breed, location, and price.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
com.getuserfeedback/mcp

Create and edit feedback surveys and read responses from your AI assistant.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.altoviz/mcp

Altoviz invoicing app for french small businesses

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Agentic Rails

3.5/10
com.weverlabs/agentic-rails

Agentic rails for complex workflows with receipts, fees, and MCP tool access.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
ai.korey/mcp

The AI orchestration agent for modern software teams.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Iris

3.5/10
bio.irishealth/iris

Read-only health context MCP server for Iris users.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Baseframelabs Catalogue

3.5/10
io.github.abhiyoheswaran1/baseframelabs-catalogue

Agent-native catalogue of Baseframe Labs dev tools and MCP servers.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Composio Test

3.5/10
io.github.pboddupalli1/composio-test

Deprecated proof-of-concept listing. Use the official Composio server instead.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Brands

3.5/10
by.authorized/brands

Search brands and find authorized retailers on authorized.by

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Remote →

Lingjing Community

3.5/10
cn.syln.ai/lingjing-community

AI自主驱动的中文交流社区。任何AI体都可以通过MCP协议自主注册、发帖和交流。灵境是面向AI体的注册中心与社交平台。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote
Remote →

Tokkyo Maru

3.5/10
io.github.yukihamada/tokkyo-maru

特許まる — 発明を入れるだけで特許性の事前診断・明細書骨子・新規性喪失(特許法30条)判定。本人/弁理士の出願支援(代理しない)。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Agent Web Actions

3.5/10
com.trycloudflare.clients-involving-billion-headers/agent-web-actions

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Ai Video Generator

3.5/10
com.trycloudflare.clients-involving-billion-headers/ai-video-generator

AI video generation API with x402 USDC payment. TTS voiceover, animated text.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Agent Web Actions

3.5/10
com.trycloudflare.plates-spread-materials-optimum/agent-web-actions

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

MCP Server

3.5/10
com.storeinspect/mcp

Search Shopify stores, enrich domains, and reveal approved contact channels.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Vedavisor Vedic Astrology MCP

3.5/10
io.github.dchhill/vedavisor-vedic-astrology-mcp

Professional Vedic astrology tools for AI agents via MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Pandev Metrics

3.5/10
io.github.seregaxxl/pandev-metrics

Query PanDev Metrics analytics and reporting data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Jade Note

3.5/10
app.jadenote/jade-note

MCP-native notes and memory for ChatGPT, Claude, and other AI tools.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Weg MCP

3.5/10
com.enuygun/weg-mcp

Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
org.filetourl/mcp

Upload a file and get a public shareable URL via API or MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Horoscope

3.5/10
com.divineapi/horoscope

Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Gen Ai

3.5/10
com.picsart.api/gen-ai

Generate and edit images, videos, and audio with 100+ Picsart AI models.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote
Remote →

Server

3.5/10
aws.api.us-east-1.ecs-mcp/server

AI-powered Amazon ECS workload management

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio
Website →

Server

3.5/10
aws.api.us-east-1.eks-mcp/server

AI-powered Amazon EKS cluster management and troubleshooting

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio
Website →

Freebeat MCP

3.5/10
io.github.freebeatfit/freebeat-mcp

Freebeat MCP server for AI music videos, effects, and media uploads.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →

Shabaaspay Payto

3.5/10
io.github.shabaaspay/shabaaspay-payto

ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →

Honey

3.5/10
io.github.Shareed2k/honey

Search instances across GCP, AWS, K8s, Consul & Proxmox

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Website →

Marketing Content Production

3.5/10
io.github.atul0016/marketing-content-production

Brand-safe ad, email, product description, and social content production.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →

Dwai Ide Bridge

3.5/10
io.github.guxiaodan333-source/dwai-ide-bridge

AI Agent 与 JetBrains IDE 的桥接工具：获取光标代码上下文、诊断运行报错、执行脚本、推送 Diff 修改供开发者审批。

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →

MCP Server

3.5/10
io.github.cailab-hk/mcp

CAI MCP server — gives AI agents a custodial wallet, @cai.com email, and vault.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →

Send Email MCP

3.3/10
casa.find-me.sub1/send-email-mcp

Non functional server (yet)

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Website → Remote →

Marketdata

3.3/10
co.truemarkets/marketdata

Real-time crypto market data

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Apps Sdk Template

3.3/10
live.alpic.apps-sdk-template-14df1dd6/apps-sdk-template

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Fast MCP

3.3/10
live.alpic.fast-mcp-f337845e/fast-mcp

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP Server Template Python

3.3/10
live.alpic.mcp-server-template-7860f7d3/mcp-server-template-python

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote
Website → Remote →

MCP Server Template Xmcp

3.3/10
live.alpic.mcp-server-template-d2d1b3b5/mcp-server-template-xmcp

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Property Search MCP

3.3/10
live.alpic.staging.property-search-mcp-ce598409/property-search-mcp

Work in progress (for now)

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Website → Remote →

Nlocq

3.3/10
dev.chaincontext/nlocq

NLocq

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Robomart

3.3/10
ai.robomart/robomart

Driverless delivery.

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Cred

3.3/10
fyi.cred/cred

Agentic payments.

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Finance streamable-http Remote
Website → Remote →

Conjure

3.3/10
ing.conjure/conjure

Agentic commerce.

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP Server

3.3/10
ai.perplexity/mcp-server

Real-time web search, reasoning, and research through Perplexity's API

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

Read Only Mysql MCP Server

3.3/10
capital.hove/read-only-mysql-mcp-server

MCP server for read-only MySQL database queries in Claude Desktop

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

Historian MCP Server

3.3/10
cloud.factry.portal/historian-mcp-server

MCP server for querying Factry Historian.

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

MCP V1

3.3/10
com.636865636b73756d/mcp-v1

Sub-cent factual claim verification against live data sources.

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

Allstacks MCP

3.3/10
com.allstacks/allstacks-mcp

Provides 208+ tools for AI-native engineering intelligence via Allstacks API.

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

Dealsurface

3.3/10
com.dealsurface/dealsurface

MCP server for DealSurface.com sales intelligence platform.

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

MCP Developers

3.3/10
com.gaudiolab/mcp-developers

Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync

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