MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54251 |
svg2vector-mcp
Claim
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
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| 54252 |
mermaid-mcp-server
Claim
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
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| 54253 |
whatsapp-mcp
Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
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| 54254 |
gsc-mcp
Claim
MCP server that exposes the Google Search Console API, allowing LLMs to query S…
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| 54255 |
atlasopenmagic-mcp
Claim
MCP server for ATLAS Open Data that enables LLMs to discover, query, and retrie…
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| 54256 |
Aquifer MCP
Claim
Thin Cloudflare Workers MCP server for navigating Bible Aquifer content, enabli…
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| 54257 |
Targetprocess MCP Server
Claim
Enables AI assistants to interact with Targetprocess for search, create, update…
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| 54258 |
Betaflight MCP
Claim
Enables AI assistants to control Betaflight flight controllers over serial via …
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| 54259 |
mcp-service
Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
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| 54260 |
canvas-lms
Claim
MCP server for Canvas LMS with automatic OAuth authentication. Enables interact…
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| 54261 |
pysince-mcp
Claim
Provides tools for tracking file reads and staleness, enabling LLM agents to de…
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| 54262 |
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
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| 54263 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 54264 |
Apaleo
Claim
Manage hotels via the apaleo PMS API: reservations, folios, invoices, rates and…
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| 54265 |
nd-quirks
Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
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| 54266 |
Proxima
Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
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| 54267 |
Luminus
Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
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| 54268 |
ratings
Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
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| 54269 |
caelian
Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
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| 54270 |
Scientific Computing
Claim
Create and manage tensors to perform linear algebra, matrix decompositions, and…
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| 54271 |
Wildberries Seller API MCP server providing 15 tools for managing products, pri…
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| 54272 |
basis
Claim
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| 54273 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
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| 54274 |
music-assistant-mcp
Claim
Enables AI assistants to control Music Assistant for music search, library brow…
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| 54275 |
Codex Conductor
Claim
An MCP server that allows AI agents to monitor and interact with Codex sessions…
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| 54276 |
AWS Security MCP Server
Claim
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
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| 54277 |
ai-debate
Claim
Enables Claude Code to debate with Gemini on a given topic by managing conversa…
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| 54278 |
number-automation
Claim
Greet people by name with quick, friendly salutations. Explore the origin story…
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| 54279 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 54280 |
mcprune
Claim
MCP middleware that prunes Playwright accessibility snapshots for LLM agents, r…
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| 54281 |
mcp-x402-accept
Claim
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
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| 54282 |
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
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| 54283 |
wunder-user-mcp
Claim
An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabli…
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| 54284 |
MCP Swagger Server
Claim
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
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| 54285 |
A Model Context Protocol server that analyzes customer cancellation survey data…
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| 54286 |
GitHub MCP Server
Claim
Enables comprehensive interaction with GitHub repositories, including code mana…
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| 54287 |
Boat House
Claim
Deploy and share small apps with team login, persistent data, versioned updates…
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| 54288 |
Anki MCP Server
Claim
A Model Context Protocol (MCP) server that integrates with Anki flashcard appli…
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| 54289 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 54290 |
mui-mcp-cloudflare
Claim
Provides AI assistants with 6 tools to access Material UI component documentati…
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| 54291 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
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| 54292 |
mcp-micro-tools
Claim
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
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| 54293 |
oraclemcp
Claim
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (…
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| 54294 |
x402watch
Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
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| 54295 |
Unofficial MCP server for Railway that enables managing Railway infrastructure …
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| 54296 |
changegamer
Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
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| 54297 |
vision-mcp-server
Claim
An MCP server for analyzing images using ModelScope's vision models. Supports b…
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| 54298 |
mcp-arcgis-vilas
Claim
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
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| 54299 |
mcp-grafana
Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
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| 54300 |
PostgreSQL MCP server - query, schema introspection, explain, and health checks…
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