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.
Mindmaps
4.3/10Create and read mind maps on CloudMindMaps from Claude and other AI assistants.
MCP Server
4.1/10Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natural language.
Resume Builder
4.1/10Resume builder with native MCP — create and edit resumes from your AI assistant.
Yultrace Audit
4.1/10EVM Slither audit (zero-arg demo + live) + Blockscout source + security.txt lookup + MCP probe.
Yultrace Audit
4.1/10EVM audit (Slither + source + security.txt + MCP-probe + wallet-exposure). 6 tools + /trace.
Tennis 2026
4.1/10Tennis Grand Slams 2026 MCP — Australian Open, Roland Garros, Wimbledon, US Open. Draws + venues.
Camber MCP Server
4.1/10Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP
Nyxory
4.1/10Agent-to-agent cloud service: deploys and runs your apps and services — domains, logs, real status.
Dimetrics
4.1/10HPC lease economics, datacenter power, debt linkage, and political risk for miners and neoclouds.
Math Program Solver
4.1/10FinOps for Google Cloud: size 1- and 3-year CUD commitments to known demand. Also solves LP/MIP.
Travel Agency
4.1/10ATA Travel: agent-first direct booking for accommodations, hotels, and vacation rentals.
Energy Commodity MCP
4.1/10DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP 403 on all scraping
Environmental Esg MCP
4.1/10⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commercially viable without paid
Zen Secdb
4.1/10ZEN SecDB MCP server for CVE intelligence, CVSS/EPSS scoring, advisories, SSVC, and package audits.
Ugc Pocket
4.1/10Promote your app or software with UGC creator videos. Agent drafts the campaign, a human funds it.
Trackradar
4.1/10Track ID for Instagram, SoundCloud, YouTube, TikTok, Mixcloud — incl. underground and unreleased.
MCP Server
4.1/10Browse, query, and administer your managed WaveHouse + ClickHouse projects (schema, pipes, policy).
Ai Law Tracker
4.1/10Audited AI-regulation data: laws, bills, news and obligations across US, EU and 62 jurisdictions
Salesforce Devops
4.1/10Plan Salesforce deploys, open pull requests and trigger pipelines from your AI client.
Costpilot
4.1/10Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings and forecasts.
Outagedeck Status
4.1/10Live status for 172 cloud and SaaS vendors from their official feeds. Is it you, or is it them?
MCP Server
4.1/10Cloud MCP server for Chinese A-share and ETF market data, news, financials and capital flows.
Catalog
4.1/10Read-only catalog of gift cards, service top-ups and travel eSIMs sold by KodShop.
Aws Cloud Cost Sentinel
4.1/10Read-only AWS cost analysis: find idle and underutilized resources, with evidence.
Sceneplane
4.1/10Cloud Blender for AI agents: scenes, assets, renders, MP4, STL, GLB — over hosted remote MCP.
Rvc Training
4.1/10Train portable RVC v2 voice models from audio in the cloud and download the .pth, .index, and ZIP.
Bypass Cloudflare Api
4.1/10Bypass Cloudflare API: A powerful scraping API designed to bypass Cloudflare protection.
Cloud Api Hub Youtube Downloader
4.1/10Cloud Api Hub - Youtube Downloader: Get Youtube video info and download links to MP4 or MP3 file.
Providers
4.1/10Verified cloud storage provider facts: prices, storage, encryption. Dated and source-cited.
MCP Server
4.1/10Deploy and manage Edge Network cloud: sites, VMs, storage, DNS, Shield, Assist. Agent self-signup.
Replicate
4.1/10Run AI models, create deployments, and manage predictions via cloud API
Apify
4.1/10Build, deploy, and run web scraping and automation actors in the cloud
Gcs
4.1/10MCP server for Google Cloud Storage with fine-grained tool access control.
Agentdomain MCP
4.1/10Register and manage internet domains for AI agents via AgentDomain
Registry
3.9/10Sovereign AI agent economy: identity, payments, governance, exchanges. 400+ tools, ?mode=gateway.
MCP Server
3.9/10Cloudflare MCP servers
Server
3.9/10Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and infra, to any cloud.
MCP Server
3.9/10Generate and run high performance queries on open and private spatial data at-scale in the cloud
Acc MCP
3.9/10Autodesk Construction Cloud via APS — projects, issues, RFIs, documents, submittals.
MCP Server
3.9/10AI phone answering tools for service businesses — ROI, missed calls, demos across 18 industries
MCP Server
3.9/10Interact with your Google Cloud Composer resources using natural language commands.
MCP Server
3.9/10Interact with your Google Cloud Datastream resources using natural language commands.
MCP Server
3.9/10Interact with your Google Cloud Firestore resources using natural language commands.
Shardlink
3.9/10Agent-first task marketplace MCP — discover, claim, and deliver paid workspace tasks.
MCP Server
3.9/10Real-time polls, surveys, quizzes, trivia, Q&A, and word clouds for teams, educators, and creators.
Synlake
3.9/10Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits for AI agents.
Backlog Forge
3.9/10Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conversa.
MCP Server
3.9/10Shared Timill Cloud server: query and edit your work-platform data with full per-user RBAC.
Free · No spam
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.