MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62651 |
jan-mcp
Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
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| 62652 |
falcon-mcp-server
Claim
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
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| 62653 |
Meta Ads MCP Server
Claim
An MCP server for programmatic management of Meta (Facebook/Instagram) advertis…
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| 62654 |
Virtualize
Claim
Free, cross-platform VM orchestration for AI workflows with built-in MCP integr…
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| 62655 |
wikimcp
Claim
Enables AI clients to incrementally build and maintain a git-backed personal wi…
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| 62656 |
lasuite-docs-mcp
Claim
MCP server for LaSuite Docs API, enabling operations like list, read, create, u…
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| 62657 |
Enables AI assistants to capture screenshots of any public URL, returning image…
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| 62658 |
Chess Engine MCP Server
Claim
Enables AI assistants to perform professional-grade chess analysis using Stockf…
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| 62659 |
namecheap-api-mcp
Claim
Enables AI assistants to manage Namecheap domains, DNS, contacts, registrar loc…
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| 62660 |
mcp-rss2json
Claim
Converts RSS/Atom feeds to JSON via a single tool, enabling fetch of feed data …
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| 62661 |
Resend MCP Server
Claim
An MCP server for the Resend email API, enabling AI assistants to send emails, …
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| 62662 |
Agent Ransack MCP
Claim
Enables Cursor's AI agent to perform supercharged local file search on Windows …
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| 62663 |
powerbi-plus
Claim
MCP server for building and inspecting Power BI report visuals by editing PBIR …
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| 62664 |
videoseek-mcp
Claim
Enables AI agents to semantically search, ask questions about, and analyze vide…
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| 62665 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 62666 |
google-health-mcp
Claim
Gives Claude read access to wearable health data from Fitbit or Wear OS devices…
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| 62667 |
pptx-minio-mcp
Claim
Enables PowerPoint presentation generation and uploading to MinIO storage, retu…
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| 62668 |
mingyu
Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
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| 62669 |
Mistral OCR MCP Server
Claim
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
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| 62670 |
payu-mcp-server
Claim
Integrates PayU payment services with AI tools through the Model Context Protoc…
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| 62671 |
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
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| 62672 |
Basecamp MCP Server
Claim
Multi-user MCP server for Basecamp 3 with 148+ tools, enabling AI clients to ma…
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| 62673 |
AF_MCP
Claim
Enables automated device blocking and unblocking operations with authentication…
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| 62674 |
MiniMax Unified MCP
Claim
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
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| 62675 |
Sooshie MCP Server
Claim
Enables AI assistants to manage social media through Sooshie, including schedul…
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| 62676 |
camunda-mcp
Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
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| 62677 |
wps-mcp-server
Claim
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
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| 62678 |
PetOS BLE Gateway
Claim
MCP server for controlling an ESP32-C3 PetOS watch over BLE. Enables scanning, …
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| 62679 |
GitHub MCP Server
Claim
Exposes GitHub actions as tools for creating branches, pushing files, opening a…
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| 62680 |
google-mcp-server
Claim
An MCP server that enables AI assistants to read, search, and act on Google Wor…
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| 62681 |
openwrt-mcp
Claim
Provides full administrative control of OpenWRT routers via SSH, with a preview…
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| 62682 |
mcp-mysql-remote
Claim
Remote read-only MCP server that exposes diagnostic SQL queries to EasyJur's My…
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| 62683 |
GPTImage
Claim
Image generation for Claude Code via ChatGPT subscription token. No API key nee…
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| 62684 |
paystack-mcp-server
Claim
Enables AI assistants to interact with the full range of Paystack APIs, allowin…
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| 62685 |
Lutron Caseta MCP Server
Claim
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
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| 62686 |
TwinCat-MCP
Claim
MCP server for TwinCAT 3 PLC development enabling AI coding agents to build, co…
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| 62687 |
Obsidian MCP Server
Claim
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
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| 62688 |
Bridges React Native DevTools, enabling AI assistants to debug, profile, and in…
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| 62689 |
mcp-server-ladybug
Claim
Enables AI Assistants and IDEs to interact with LadybugDB graph databases using…
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| 62690 |
ncloud-mcp-server
Claim
Enables natural language management of Naver Cloud Platform infrastructure, cov…
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| 62691 |
postlycloud-mcp
Claim
MCP connector for Postly Cloud email service, allowing AI tools to send emails,…
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| 62692 |
MKP MCP Server
Claim
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
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| 62693 |
NLP Database MCP Server
Claim
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
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| 62694 |
api-mock-generator
Claim
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
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| 62695 |
cloudwatch-mcp
Claim
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
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| 62696 |
Teams MCP Server
Claim
Enables AI assistants to interact with Microsoft Teams through direct API calls…
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| 62697 |
telegram-commandcode
Claim
MCP server for Telegram integration with Command Code, enabling AI agents to se…
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| 62698 |
RapidOCR MCP Server
Claim
High-performance OCR MCP server supporting multiple input modes (path, base64, …
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| 62699 |
WeatherServer
Claim
Provides weather data including current conditions, humidity, wind speed, sunri…
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| 62700 |
firegex-mcp
Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
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