MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38001 |
design-review-mcp
Claim
Multi-model adversarial design review MCP server that distributes design docume…
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| 38002 |
GoldenGate MCP Server
Claim
A production-grade MCP server that exposes real-time banking data replicated vi…
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| 38003 |
deepseek-vision-mcp
Claim
Provides a recognize_image tool that enables image recognition using DeepSeek's…
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| 38004 |
Enables searching and downloading Spanish court rulings from the CENDOJ databas…
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| 38005 |
openclaw-brain
Claim
An MCP server that ingests semiconductor PDFs into a Neo4j knowledge graph, ena…
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| 38006 |
Enables AI agents to send emails and append content to Google Docs using Gmail …
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| 38007 |
Box
Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
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| 38008 |
JIRA MCP Server
Claim
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
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| 38009 |
electron-mcp-server
Claim
Enables Electron app automation via Chrome DevTools Protocol (CDP), allowing MC…
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| 38010 |
laravel-herd-mcp
Claim
Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manag…
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| 38011 |
oms-client-agent-mcp
Claim
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
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| 38012 |
mcp-agentic-rag
Claim
Provides RAG tools with local vector retrieval and web fallback using Firecrawl…
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| 38013 |
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
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| 38014 |
notion-mcp-server
Claim
An MCP server for Notion API with optimized token efficiency and full database …
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| 38015 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 38016 |
dev-notes
Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
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| 38017 |
super-loop-mcp
Claim
A referee for self-improving AI agent loops that mines past sessions for workin…
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| 38018 |
Gmail MCP Server
Claim
Multi-account Gmail integration for AI agents, enabling read, write, archive, l…
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| 38019 |
Genius
Claim
Genius MCP — songs, artists, annotations metadata
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| 38020 |
MCP ETO Travel
Claim
Enables searching tours on eto.travel using browser automation via Playwright. …
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| 38021 |
ifthenpay Payments MCP
Claim
Remote MCP for ifthenpay payments: Multibanco, MB WAY and Payshop.
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| 38022 |
mkopo-mcp
Claim
MCP server for alternative credit scoring in Kenya — builds a 300–850 score fro…
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| 38023 |
BDNS MCP Server
Claim
Enables searching and querying Spanish public subsidies and aids using the BDNS…
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| 38024 |
youtube-marketing-skills
Claim
MCP server that connects AI agents to real YouTube channel analytics and SEO ma…
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| 38025 |
company-data
Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
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| 38026 |
Qualia MCP
Claim
MCP server for the Qualia title and escrow platform, enabling you to talk to yo…
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| 38027 |
hello-world
Claim
A minimal MCP server deployable to Volken that exposes echo, add, and current_t…
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| 38028 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 38029 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
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| 38030 |
Capillus Hermes MCP
Claim
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
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| 38031 |
CareerMate
Claim
CareerMate is an MCP-first, local-only career management tool that stores your …
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| 38032 |
Corpo MCP Server
Claim
Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
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| 38033 |
kabu-mcp
Claim
A secure, read-only MCP server that connects Claude Desktop to TradingView Desk…
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| 38034 |
mcp-score
Claim
AI-powered music notation server that lets you create and edit scores using nat…
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| 38035 |
mega-mcp
Claim
Turn any public MEGA folder into a knowledge source for Claude & other LLMs
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| 38036 |
mcp-b2b-prospect-engine
Claim
Enrich companies, discover hiring signals and find verified contacts in one act…
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| 38037 |
baby-gpt
Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
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| 38038 |
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
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| 38039 |
NGS360 MCP Server
Claim
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
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| 38040 |
openstudio-mcp
Claim
Enables natural language interaction with OpenStudio building energy simulation…
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| 38041 |
Provenance and governance layer for AI-readable knowledge. NodeRail answers wha…
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| 38042 |
godot-test-mcp
Claim
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
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| 38043 |
Billingo MCP Server
Claim
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
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| 38044 |
EzRAG MCP Server
Claim
Provides semantic search and keyword search over Obsidian notes, along with dir…
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| 38045 |
Glygen MCP Server
Claim
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
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| 38046 |
translation-ai-mcp
Claim
Translation Ai automation via MCP. Includes translate text, detect language, ch…
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| 38047 |
Iconify MCP Server
Claim
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
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| 38048 |
BoligWatch MCP Server
Claim
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
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| 38049 |
project-notes MCP Server
Claim
Lets AI clients store, search, and summarize short notes about a codebase durin…
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| 38050 |
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
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