MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49301 |
mendix-mcp-server
Claim
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
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| 49302 |
MCP server providing data on Indonesian toll roads and railway lines, including…
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| 49303 |
usa-npn-mcp-server
Claim
Enables querying and exporting phenology data from the USA National Phenology N…
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| 49304 |
Linear
Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
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| 49305 |
TilbudsTrolden
Claim
An MCP server for Nordic grocery shopping that finds deals across supermarkets …
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| 49306 |
HueMCP
Claim
Enables discovery and control of Philips Hue lighting devices via a local bridg…
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| 49307 |
ProxVanta
Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
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| 49308 |
metaflow-mcp-server
Claim
Enables coding agents to interact with Metaflow workflows, including querying f…
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| 49309 |
MCP Server PR Pilot
Claim
A Model Context Protocol server that generates pull request descriptions, commi…
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| 49310 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 49311 |
Ghost Writer MCP
Claim
Scans Git repositories, identifies interesting engineering work, and generates …
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| 49312 |
Provides access to the Allen Institute for Brain Science API, enabling queries …
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| 49313 |
sieve-mcp
Claim
Local AI chat history secret scanner for macOS. Finds API keys and secrets leak…
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| 49314 |
Minds MCP Server
Claim
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
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| 49315 |
kilo-computer-use
Claim
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
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| 49316 |
D Fetcher
Claim
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn…
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| 49317 |
MCP Grocy API
Claim
Enables interaction with Grocy's API through MCP, allowing management of grocer…
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| 49318 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
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| 49319 |
MCP Server for Apache Iceberg
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| 49320 |
zotero-mcp-server
Claim
An MCP server that integrates with Zotero to manage research references, enabli…
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| 49321 |
Postgres MCP Pro
Claim
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
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| 49322 |
tldraw MCP Server
Claim
An MCP server that gives AI agents programmatic control over a live tldraw canv…
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| 49323 |
Haft
Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
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| 49324 |
token-ninja
Claim
Enables AI coding assistants to execute shell commands locally, intercepting de…
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| 49325 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 49326 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
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| 49327 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
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| 49328 |
claude-computer-use-mcp
Claim
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
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| 49329 |
AgentLine
Claim
Give AI agents a phone number. Voice calls, SMS, and phone number management fo…
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| 49330 |
slugify-ai-mcp
Claim
slugify-ai-mcp MCP server by MEOK AI Labs
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| 49331 |
intake_triage_mcp
Claim
A deterministic MCP server for legal intake triage that provides practice-area …
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| 49332 |
UI Design to Code
Claim
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
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| 49333 |
hatchable
Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
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| 49334 |
postgress
Claim
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| 49335 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 49336 |
Dokploy MCP Server
Claim
A middleware service that allows LLMs and AI assistants to directly interact wi…
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| 49337 |
az-devops-cli-mcp
Claim
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
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| 49338 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
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| 49339 |
GIMP MCP
Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
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| 49340 |
DevHelm MCP Server
Claim
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
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| 49341 |
Parlay
Claim
Remote MCP server for prediction markets — search and compare live odds across …
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| 49342 |
fpf-memory
Claim
This MCP server provides a deterministic index of the First Principles Framewor…
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| 49343 |
copilot-status-mcp
Claim
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
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| 49344 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 49345 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
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| 49346 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 49347 |
TeamCity MCP Server
Claim
Enables management of TeamCity CI/CD operations through natural language comman…
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| 49348 |
ProxmoxMCP
Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
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| 49349 |
tradernet
Claim
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| 49350 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
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