MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38701 |
resume-markdown-mcp
Claim
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
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| 38702 |
Gemini MCP Server
Claim
MCP server that connects Claude Desktop to Google Gemini, enabling multimodal a…
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| 38703 |
docpilot-mcp
Claim
An MCP server that provides tools to fetch live, version-accurate documentation…
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| 38704 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 38705 |
figma-svg-to-icon-mcp
Claim
Extracts SVG icons from Figma and generates React TSX icon components automatic…
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| 38706 |
nouri
Claim
Plan smarter grocery runs with prioritized lists that learn from your edits. Fi…
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| 38707 |
Goodeye
Claim
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable…
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| 38708 |
Jira 9.12.14 MCP Server
Claim
Enables AI models to search Jira issues using JQL and retrieve issue details th…
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| 38709 |
TrueMemory
Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
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| 38710 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 38711 |
cloud-pathfinder
Claim
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
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| 38712 |
Meta Ads MCP Server
Claim
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
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| 38713 |
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
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| 38714 |
mcp-api-tests
Claim
Starter scaffold for a workshop to build an MCP API testing server, intended to…
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| 38715 |
Tool Compass
Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
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| 38716 |
codescan-mcp
Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
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| 38717 |
Blood Pressure Tool
Claim
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
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| 38718 |
gwanjong-mcp
Claim
Campaign-driven social engagement MCP server for authentic developer community …
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| 38719 |
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
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| 38720 |
MEOK EU AI Act Article 26(9) Fundamental Rights Impact Assessment generator. Au…
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| 38721 |
macos-mcp
Claim
Local MCP server for macOS native apps: Mail, Calendar, Reminders, Notes, Messa…
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| 38722 |
Webots MCP
Claim
Bridges AI agents with Webots robotics simulation, enabling natural language co…
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| 38723 |
agenticflow
Claim
Self-hosted MCP gateway that connects productivity tools like Jira, Confluence,…
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| 38724 |
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
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| 38725 |
ast-outline-mcp
Claim
Enables AI coding agents to efficiently explore codebases by providing structur…
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| 38726 |
Enables searching Turkish Court of Cassation (Yargıtay) precedent decisions via…
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| 38727 |
TabSplitAI
Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
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| 38728 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 38729 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 38730 |
Mimo Vision MCP
Claim
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
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| 38731 |
nist-rmf-ai-mcp
Claim
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
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| 38732 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 38733 |
Joke MCP Server
Claim
Enables developers to retrieve short jokes in multiple categories and languages…
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| 38734 |
VitalyGPT MCP
Claim
MCP server providing UX insights from Vitaly Friedman as searchable tools for a…
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| 38735 |
kos-telnet-mcp
Claim
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
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| 38736 |
ClaudeSkills MCP Server
Claim
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
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| 38737 |
SegmentMCP
Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
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| 38738 |
patient-safety-ai-mcp
Claim
AI-powered patient safety ai MCP server for agents. Supports check drug interac…
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| 38739 |
regulatory-webhook-mcp
Claim
MCP server for regulatory webhook. Features subscribe, get recent changes, chec…
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| 38740 |
Enables searching and discovering machine learning papers, state-of-the-art ben…
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| 38741 |
A simple MCP server that provides greeting tools such as hello and greet_multip…
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| 38742 |
Godot MCP
Claim
151 MCP tools for AI to control the Godot 4 editor and running game, covering s…
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| 38743 |
security-scanner-ai-mcp
Claim
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
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| 38744 |
soc2-compliance-ai-mcp
Claim
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
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| 38745 |
vibefix-mcp
Claim
Your AI built it. It broke. Post the bug, a real developer fixes it.
VibeFix i…
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| 38746 |
queue-inspector-mcp
Claim
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
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| 38747 |
mcp-youtube-intelligence
Claim
MCP server for extracting structured intelligence from YouTube channels and vid…
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| 38748 |
next-finance
Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
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| 38749 |
chaoslimba-mcp-server
Claim
MCP server for ChaosLimba — provides read-only access to the Romanian language …
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| 38750 |
gmod-mcp
Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
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