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.
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.
Blindspot
3.5/10AI creation with focused Machine Language Labs, open worlds, A2A, MCP and x402.
Penlog
3.5/10Handwritten iPad journal your AI can read and write tasks back to, over MCP.
Pathbound
3.5/10Customer-context and ops layer for AI agents
MCP Server
3.5/10Run OSINT queries and investigations with Indicia
Hi Welcome MCP Poc
3.5/10POC MCP server. Tool say_hello returns 'Welcome' (agent -> MCP -> API path).
Shortsmonkey Youtube Outlier Research
3.5/10Find YouTube outliers, daily viral Shorts, and analyze video performance.
Search
3.5/10Search millions of sound and soundboards on 101soundboards.com
Podkit
3.5/10Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo
MCP Server
3.5/10OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base
Sukimalabo Tester
3.5/10みんなのテスター（スキマラボ）公開情報MCP。Google Playクローズドテストのテスター集めを支援する相互テストコミュニティの情報を提供する。
MCP Server
3.5/10Secure tunneling, reverse proxy and remote access for local applications.
Connect
3.5/10Find and book across the Aurinia network (doctor, hostel, spa) via AI.
Human Verification
3.5/10Get a real human to verify, decide, or improve an AI agent's work.
Test Distribution Project
3.5/10just a normal description with a link to https://evil.com
MCP Server
3.5/1078 agent APIs with x402 micropayments on Base. USDC settlement.
Motion Text
3.5/10Turn words, images, and audio into an animated video with MP4 export.
Fci MCP
3.5/10Convert handwriting into text, LaTeX math, chemistry, or molecular structures.
Turrior MCP
3.5/10Authenticated remote MCP server for Turrior.
Scrapenest
3.5/10Web search, scraping, RAG answers with citations, and translation as MCP tools.
Meseriasi MCP Server
3.5/10MCP server for meseriasi.ro, a Romanian homeowner-tradesperson marketplace.
Gcexcel
3.5/10GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
Spreadjs
3.5/10GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
Docs
3.5/10Search and read the official MintMCP documentation, the enterprise MCP gateway.
Docs
3.5/10Official BlockRazor documentation for sending and receiving transations faster.
Timen
3.5/10Timen time tracking — timers, time entries, reports, projects, and clients.
Afas
3.5/10AFAS AI Connect: hosted MCP server for AFAS Profit.
Exact Online
3.5/10Exact AI Connect: hosted MCP server for Exact Online.
Twinfield
3.5/10Twinfield AI Connect: hosted MCP server for Twinfield.
Deltamesh
3.5/10Free public web freshness and response-metadata checks for AI agents.
Owner Protection
3.5/10Owner-verified breach exposure checks and mitigation for autonomous agents.
Esim
3.5/10一心eSIM商品目錄查詢與下單服務：查詢各國eSIM上網方案的即時價格與庫存、依旅遊天數與用量推薦方案、協助建立訂單並取得LinePay或ECPay付款連結。
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.
Aproxproxy
3.5/10Residential proxy for AI agents via x402 — fetch, sessions, exit country
Orisha Data MCP
3.5/10MCP server for x402 paid market-data endpoints.
Index365
3.5/10Start index365 scans and read prioritized findings your coding agent can use.
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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.