The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
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.
Zhiji Signal
3.5/10Market phase transition signals for HS300 and BTC via MCP
Fivecoins Validation Plan
3.5/10No-signup validation planner MCP for tiny paid offers.
Oasdiff
3.5/10Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.
Esst Bio MCP
3.5/10An MCP server that provides access to the Online Shops in the esst.bio network
Pet Listings
3.5/10Search live Pawlisty pet listings by species, breed, location, and price.
MCP Server
3.5/10Create and edit feedback surveys and read responses from your AI assistant.
MCP Server
3.5/10Altoviz invoicing app for french small businesses
Agentic Rails
3.5/10Agentic rails for complex workflows with receipts, fees, and MCP tool access.
MCP Server
3.5/10The AI orchestration agent for modern software teams.
Iris
3.5/10Read-only health context MCP server for Iris users.
Booyah Index
3.5/10AI-readable directory of local businesses across 8 Southeast Asian cities.
Baseframelabs Catalogue
3.5/10Agent-native catalogue of Baseframe Labs dev tools and MCP servers.
Composio Test
3.5/10Deprecated proof-of-concept listing. Use the official Composio server instead.
Brands
3.5/10Search brands and find authorized retailers on authorized.by
Lingjing Community
3.5/10AI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。
Tokkyo Maru
3.5/10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)。
Agent Web Actions
3.5/10Stealth web automation for AI agents. Login, signup, navigate, screenshot.
Ai Video Generator
3.5/10AI video generation API with x402 USDC payment. TTS voiceover, animated text.
Agent Web Actions
3.5/10Stealth web automation for AI agents. Login, signup, navigate, screenshot.
MCP Server
3.5/10Search Shopify stores, enrich domains, and reveal approved contact channels.
Vedavisor Vedic Astrology MCP
3.5/10Professional Vedic astrology tools for AI agents via MCP.
Pandev Metrics
3.5/10Query PanDev Metrics analytics and reporting data
Jade Note
3.5/10MCP-native notes and memory for ChatGPT, Claude, and other AI tools.
Weg MCP
3.5/10Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.
MCP Server
3.5/10Upload a file and get a public shareable URL via API or MCP.
Horoscope
3.5/10Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.
Gen Ai
3.5/10Generate and edit images, videos, and audio with 100+ Picsart AI models.
Server
3.5/10AI-powered Amazon ECS workload management
Server
3.5/10AI-powered Amazon EKS cluster management and troubleshooting
Freebeat MCP
3.5/10Freebeat MCP server for AI music videos, effects, and media uploads.
Shabaaspay Payto
3.5/10ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
Honey
3.5/10Search instances across GCP, AWS, K8s, Consul & Proxmox
Marketing Content Production
3.5/10Brand-safe ad, email, product description, and social content production.
Dwai Ide Bridge
3.5/10AI 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。
MCP Server
3.5/10CAI MCP server — gives AI agents a custodial wallet, @cai.com email, and vault.
Send Email MCP
3.3/10Non functional server (yet)
Marketdata
3.3/10Real-time crypto market data
Apps Sdk Template
3.3/10Description of my MCP server
Fast MCP
3.3/10Description of my MCP server
MCP Server Template Python
3.3/10Description of my MCP server
MCP Server Template Xmcp
3.3/10Description of my MCP server
Property Search MCP
3.3/10Work in progress (for now)
Robomart
3.3/10Driverless delivery.
Conjure
3.3/10Agentic commerce.
MCP Server
3.3/10Real-time web search, reasoning, and research through Perplexity's API
Read Only Mysql MCP Server
3.3/10MCP server for read-only MySQL database queries in Claude Desktop
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
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.
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.