MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46501 |
VeChain MCP Server
Claim
Enables AI assistants to search VeChain documentation, query blockchain data (b…
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| 46502 |
ultimate-gemini-mcp
Claim
MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resoluti…
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| 46503 |
muse-brain
Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
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| 46504 |
intent-engineering
Claim
Audit, scaffold, and triage agent intent specs against a 9-section template.
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| 46505 |
@gapup/mcp-knowledge
Claim
Provides access to 9 AI executives offering board-ready business intelligence, …
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| 46506 |
Monte Carlo
Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
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| 46507 |
hvilkenai-mcp
Claim
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
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| 46508 |
RX-Radar
Claim
[](https://smithery…
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| 46509 |
Provides personalized store greetings combined with real-time weather informati…
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| 46510 |
wgea-mcp
Claim
Query the WGEA in plain English — employer pay gap, workforce composition, leav…
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| 46511 |
ebb-ai
Claim
Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnig…
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| 46512 |
withingsmcp
Claim
Privacy-first, unofficial Withings MCP server for AI health, sleep, activity an…
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| 46513 |
valuein.biz
Claim
Institutional-grade SEC financial data for AI agents — in one line of config.
…
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| 46514 |
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
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| 46515 |
url-to-image-mcp
Claim
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| 46516 |
claude-replay
Claim
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
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| 46517 |
MCP Unity Editor
Claim
Enables AI assistants to interact with Unity Editor through the Model Context P…
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| 46518 |
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
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| 46519 |
dropthis-mcp
Claim
Publish HTML, files, or a URL to a permanent public URL, then update it — from …
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| 46520 |
misp-mcp-server
Claim
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
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| 46521 |
Stitch MCP Server
Claim
Enables AI coding assistants to generate, edit, and scaffold HTML UIs from natu…
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| 46522 |
Anchor MCP
Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
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| 46523 |
carbonstop-mcp
Claim
MCP server enabling AI assistants to automatically perform carbon footprint mod…
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| 46524 |
Repliers MCP Server
Claim
Provides tools to access the Repliers API for real estate listings, property se…
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| 46525 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
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| 46526 |
AmplifyrMCP
Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
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| 46527 |
local-mcp-testing
Claim
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| 46528 |
Figma API Integration
Claim
Access Figma's powerful API to manage files, comments, and components seamlessl…
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| 46529 |
altium-mcp
Claim
Use Claude to control or ask questions about your Altium project.
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| 46530 |
ArvanCloud MCP Server
Claim
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
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| 46531 |
citadel-mcp
Claim
MCP server bundling per-stack documentation tools for coding agents.
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| 46532 |
Lidarr MCP Server
Claim
Enables interaction with Lidarr music collection management through natural lan…
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| 46533 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
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| 46534 |
Cerevox MCP Server
Claim
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
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| 46535 |
sncro
Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
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| 46536 |
MCP Art Supply Store
Claim
A comprehensive business management server with 36 tools for running an art sup…
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| 46537 |
avots
Claim
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models,…
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| 46538 |
engineering-standards
Claim
Enforces team engineering standards across Git, code review, Rails, frontend, d…
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| 46539 |
argocd-mcp
Claim
Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deploy…
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| 46540 |
ORMCP Server
Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
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| 46541 |
@isteamhq/mcp
Claim
MCP server for is.team, enabling AI agents to interact with project boards, tas…
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| 46542 |
memorydetective
Claim
iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LS…
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| 46543 |
Grove
Claim
An open-source MCP server that makes your Obsidian vault accessible from any AI…
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| 46544 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 46545 |
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
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| 46546 |
SmartSuite MCP Server
Claim
Enables interaction with SmartSuite workspace data through natural language, pr…
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| 46547 |
memorybank
Claim
Portable long-term memory store for agents, exposed over MCP.
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| 46548 |
Synchronity
Claim
Enables AI assistants to search, compare, and buy products across connected Woo…
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| 46549 |
deepresearch-mcp
Claim
A powerful MCP server that enables AI agents to perform structured, multi-step …
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| 46550 |
BorrowIP MCP Server
Claim
Enables AI agents to route web scraping traffic through a phone's cellular conn…
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