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.
Securedact MCP
4.1/10Local-first privacy MCP server for sensitive AI workflows
Timps Swarm
4.1/10161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.
MCP Walmart Marketplace
4.1/10MCP server for Walmart Marketplace APIs (US, 3P seller)
Leaseclear MCP
4.1/10MCP server for LeaseClear lease Q&A.
MCP Seo
4.1/10SEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer.
Verbatim Transcribe MCP
4.1/10让 agent 驱动本机的 Verbatim 音视频转写与博主观点分析：提交转写、轮询、搜索转写库。
MCP Tomticket
4.1/10TomTicket helpdesk MCP: tickets, replies, time, customers, chats, and KB
Agent Conductor
4.1/10AGENTS.md + skills MCP with CHP R0 gate and adversary decision tools.
Codesentinel MCP
4.1/10Codebase health MCP: dead code, cycles, coupling, architectural drift.
Venue Authority
4.1/10Verify food-service facilities against supported regulator records.
Pagespeed Insights MCP
4.1/10Google PageSpeed Insights & CrUX APIs: 17 tools for web performance audits.
Mediagen
4.1/10Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
Powerscroll
4.1/10Read and edit a live local-first PowerScroll visual notebook.
Electronics Rfq Agent
4.1/10AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.
Iris
4.1/10Microsoft 365 mail MCP that drafts but cannot send: no Mail.Send scope.
Cogmemory MCP
4.1/10CogMemory MCP Server — Unified context subsystems for AI coding agents
Stuzhy Py Execute MCP
3.9/10Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s…
Zenable
3.9/10Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministic guardrails
Bundler
3.9/10Bundle multiple URLs into one short link. QR codes, access counters, redirect lookup. Free.
Vera
3.9/10Licensed master electrician in SE Wisconsin — estimates, scheduling, and code lookups via AI.
Xray Vision
3.9/10AI-powered codebase analysis — call graphs, security, dead code, complexity. 150+ tools.
MCP Server
3.9/10Official GitLab MCP Server
Blazor MCP
3.9/10AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates for 100+ components.
Chainaware Behavioral Prediction MCP
3.9/10AI-powered tools to analyze wallet behaviour prediction, fraud detection and rug pull prediction.
Japan Realestate
3.9/10Japan real estate data: transactions, land prices, vacancy, hazard, zoning & more.
Cryptopunks
3.9/10Browse traits, filter 10K punks, listings, bids, Merkle roots, and bid pricing for CryptoPunks.
Mcd MCP
3.9/10McDonald's China MCP Server with event calendar, coupon inquiries and redemption features.
Daily Datasets
3.9/10Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bitcoin pay-per-month.
Data Enrichment
3.9/10Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bitcoin pay-per-use.
MCP Server
3.9/10Interface MCP officielle du site marchand 123elec, catalogue, stock, panier, commandes.
Freelance Os
3.9/10Freelance business manager — clients, proposals, invoices, time tracking, scope, and follow-ups.
Idealift
3.9/10Manage product ideas, decisions, and customer signals from AI assistants with NLQ
Supply Chain Intelligence
3.9/10Real-time supply chain risk intelligence — 24 tools, proprietary indices, predictive signals
Copilot MCP
3.9/10MCP server for web development with Khoros, Gainsight, and HigherLogic integrations.
Atomic Css
3.9/10Utility CSS for any platform — near-zero learning curve. Built for developers and AI alike
Siliconbridge
3.9/10Human-in-the-loop API for AI agents. CAPTCHA, OTP, KYC, and approvals by real humans.
Aiqaramba
3.9/10Browser-based QA for AI-built software. Test pages with real browsers via agents.
Incomebot
3.9/10Options trading — regime detection, momentum scanning, income screening, and risk simulation.
Phos Marketing Engine
3.9/10AI marketing — content generation, competitor analysis, social publishing, and strategy.
Phos Sales Engine
3.9/10B2B lead generation — prospect discovery, ICP scoring, outreach, and pipeline management.
Piranha Vision
3.9/10BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight reels.
Bitrix24
3.9/10MCP server enabling AI agents to manage Bitrix24 features via standardized protocol
MCP Finder
3.9/10Find the right MCP server for your task. 4,500+ servers ranked by community trust.
Steadyfetch
3.9/10Reliable web fetching for AI agents with retry, circuit breaker, caching, and anti-bot bypass
Connect Ai
3.9/10Cloud-hosted MCP server for secure AI access to enterprise data sources via CData Connect AI.
Iskra Reputation
3.9/10Solana wallet & token reputation lookup. Risk verdict, score, DefiLlama TVL, Rugcheck.
Debridge MCP
3.9/10deBridge MCP
Enrichment Kids
3.9/10Find kids enrichment activities: camps, classes, after-school programs, and tutoring near you.
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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.