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.
Contabo
4.9/10Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
MCP Server
4.9/10Data-center, grid, fiber & gas infrastructure intelligence for AI agents — query and cite.
Wordcloud
4.9/10Generate word clouds from text with custom fonts, colors, backgrounds, gradients, and shape masks
Governance
4.9/10AI governance intelligence: EU AI Act, FCA PS7/24, NIST AI RMF, OCC enforcement, and state AI laws.
MCP Server
4.9/10Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.
Cloud Os
4.9/10Provides AI agents with persistent Graph Memory, dynamic tool discovery and secure execution.
Nordic Data
4.9/10Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack. 78 tools.
Cloud Backend
4.9/10Multiple MCP tools, persistent graph memory, token-saving data pointers, and more.
Control Plane
4.9/10Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.
Simcloud
4.9/10South African MCP server for airtime, data, SMS, VAS, electricity, balance, and network lookup.
Plori
4.9/10Create and drive plori cloud agents and workflows over MCP; each agent has its own environment.
Octoparse MCP
4.9/10Official Octoparse MCP server for template discovery, cloud tasks, and structured data export.
Provision Stack
4.9/10Outcome-based infrastructure for agents — verified AWS deployments, metered billing
Turnale
4.9/10Run racket-sport tournaments from your AI assistant: fair draws, scores, live standings.
Trip Planner
4.9/10Create trips, compare variants side by side, and add accommodation, transport and event options.
Stigmer MCP
4.9/10Execution graph of AWS: verified contracts, least-privilege IAM policies, pre-flight authorization.
Australian Ai Governance Framework
4.9/10Australian AI governance framework mapped to the Privacy Act and sector laws your AI use triggers.
Finops
4.9/10FinOps MCP: query allocated, correlated cloud and AI cost across AWS, GCP, Azure and Snowflake.
Google Maps
4.9/10Google Maps places, reviews, contributor history, photos and posts as JSON. No Google Cloud.
MCP Video Download Server
4.7/10Connect your video workflows to cloud storage. Organize and access video assets across projects wi…
Hithereiamaliff MCP Nextcloud
4.7/10A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…
Hydrata MCP Server
4.7/10Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cloud.
Gateway
4.7/10Image generation, Cloudflare Worker scaffolding, C-level agent reasoning, and billing tools.
Cypress Cloud
4.7/10Direct access to Cypress tests results and accessibility reports in your AI workflow.
Gateway
4.7/1034-tool GTM gateway: CRMs, ad platforms, analytics, Google Workspace, AWS, and LLM orchestration.
Cloudoracle
4.7/10CloudOracle - 14-tool multi-cloud compliance MCP: AWS, Azure, GCP posture, IAM, configs.
Thoughts
4.7/10An MCP server that provides read access to your cloud storage providers, bank accounts and more.
Takedown
4.7/10DMCA takedown & host reveal for AI agents: who hosts an infringing URL, even behind Cloudflare.
Maptiler
4.7/10Geocoding, elevation, IP geolocation and coordinate transforms from the MapTiler Cloud API.
Afromorphism
4.7/10Read-only access to S. Araba Lawson's Afromorphism essays, glossary, books, and site.
Action Proof
4.7/10UNVERIFIED: cross-cloud beta; sandbox by default; production opt-in via customer Guardian.
Futbol Atlas
4.7/10The Laws of the Game and world football's major competitions, every claim cited to primary sources
Azure
4.7/10All Azure MCP tools to create a seamless connection between AI agents and Azure services.
Servonaut
4.7/10Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.
Anythink
4.7/10Sick of stitched-together services? Anythink is the all-in-one backend, configured with AI.
MCP Server
4.7/10Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.
Relayer
4.7/10Conversationally set up & manage an XNS Relayer over stdio: install, claim, VPD, S3, backups.
Kodiak
4.7/10Verifiable fact-checking: verdict, confidence, sources, and a tamper-evident certificate.
Lawstronaut MCP
4.5/10Connect AI to millions of laws and court cases with the Lawstronaut MCP.
Physical Capability Cloud
4.5/10Discover, hire, and verify real-world physical capability through MCP.
Dynamodb
4.5/10MCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.
S3
4.5/10MCP server for AWS S3 with fine-grained tool control and S3-compatible endpoint support.
MCP Server
4.5/10Manage the Massdriver infrastructure platform: projects, environments, deployments, and more.
Cloudclaw
4.3/10AI agent hosting platform: 37+ connectors, 181 tools, BYOK vault, marketplace.
MCP Server
4.3/10Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
Acc
4.3/10Autodesk Construction Cloud: issues, RFIs, sheets, coordination.
MCP Server
4.3/10MCP server for AI agents to plan, verify, and deploy Cloudflare-native apps.
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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.