MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53501 |
agentic-android
Claim
MCP server that enables LLMs to control Android devices via ADB, providing tool…
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| 53502 |
Hermes Squad
Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
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| 53503 |
ServiceNow-MCP
Claim
Enables natural language control of ServiceNow from AI clients like Claude and …
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| 53504 |
MCP server that enables LLMs to interact with ServiceNow instances for managing…
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| 53505 |
mcp-marches-publics
Claim
Provides tools to search and retrieve French public procurement data (tenders, …
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| 53506 |
Dynamic MCP Server
Claim
A flexible, extensible framework for building MCP servers with API key authenti…
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| 53507 |
hko-mcp
Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
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| 53508 |
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
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| 53509 |
An MCP server that bridges the physical world and AI models by enabling natural…
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| 53510 |
MySQL MCP Server
Claim
Provides structured MySQL database operations for Claude Desktop, converting na…
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| 53511 |
obsidian-cli-rest
Claim
Enables programmatic control of Obsidian vaults via REST API and MCP server for…
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| 53512 |
A streamlined foundation for building Model Context Protocol servers in Python,…
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| 53513 |
utility-grid-mcp
Claim
Search and call utility APIs for OCR, image, audio, web, math, conversion and g…
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| 53514 |
voltcast
Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
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| 53515 |
Goldilocks MCP Server
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Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
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| 53516 |
Synthetics MCP Server
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A specialized monitoring solution that enables users to create and manage synth…
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| 53517 |
Enables AI assistants to query NYC capital project data (schedule, budget, life…
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| 53518 |
Taiga MCP Server
Claim
Enables LLMs to manage Taiga projects, sprints, user stories, tasks, issues, ep…
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| 53519 |
codefactor-mcp
Claim
Enables reading and analyzing CodeFactor repository issue pages, providing norm…
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| 53520 |
claude-orator-mcp
Claim
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
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| 53521 |
mcp-server
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| 53522 |
skim-mcp-server
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| 53523 |
@unihodl/mcp-server
Claim
Hands a human's working browser session — tabs, scroll positions, video timesta…
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| 53524 |
mimaworks/governance-mcp
Claim
MCP server for AI governance — push compliance evidence to Mima from any agent,…
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| 53525 |
mcp-code-indexer
Claim
Enables AI agents to intelligently navigate and understand codebases by providi…
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| 53526 |
ai-debate
Claim
Enables Claude Code to debate with Gemini on a given topic by managing conversa…
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| 53527 |
Hello World MCP Server
Claim
A simple Model Context Protocol server that demonstrates basic functionality wi…
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| 53528 |
Mapify MCP Server
Claim
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
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| 53529 |
PayQL
Claim
PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
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| 53530 |
Magector
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Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent i…
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| 53531 |
MCP server for Pi-hole v6 that enables management of blocklists, DNS blocking, …
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| 53532 |
avots-mcp
Claim
Multi-model AI media generation (image, video, audio, face swap, talking avatar…
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| 53533 |
MCP Server OpenAI Chat
Claim
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
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| 53534 |
SentinelMCP
Claim
Automated red-teaming and reliability-auditing for AI agents, exposed as an MCP…
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| 53535 |
flowvenue-mcp-server
Claim
Conversational business process runtime for AI agents with workflow orchestrati…
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| 53536 |
Coda MCP Server
Claim
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
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| 53537 |
@gapup/mcp-knowledge
Claim
Provides access to 9 AI executives offering board-ready business intelligence, …
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| 53538 |
Jinike AI MCP Server
Claim
Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
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| 53539 |
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| 53540 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 53541 |
gtwmcp
Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
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| 53542 |
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
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| 53543 |
Provides access to hotel room occupancy rate data in Hong Kong through a FastMC…
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| 53544 |
mcp-searxng
Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
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| 53545 |
vision-mcp-server
Claim
An MCP server for analyzing images using ModelScope's vision models. Supports b…
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| 53546 |
MCP Crawl4AI RAG
Claim
A database-agnostic MCP server that integrates web crawling with Retrieval Augm…
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| 53547 |
mcp-arcgis-sanbernardino
Claim
City of San Bernardino GIS — San Bernardino, California open geospatial data (A…
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| 53548 |
Trust stack for AI agents: identity, attest, verify, rate, recommend, discover …
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| 53549 |
toolport
Claim
Local gateway and manager for MCP servers shared across AI coding tools: set up…
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| 53550 |
Access a comprehensive suite of tools and resources to help startups and small …
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