MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61701 |
Search and read the Free Battery Factory docs (LiteShip, batpak) as live MCP to…
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| 61702 |
azure-latency-mcp
Claim
Measures TCP connection latency to Azure blob storage endpoints across regions,…
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| 61703 |
Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chun…
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| 61704 |
Zephyr Scale MCP Server
Claim
MCP server for Zephyr Scale test management enabling test case, test run, folde…
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| 61705 |
Threat modeling, code, API & cloud security, shadow-AI & compliance governance.
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| 61706 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
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| 61707 |
An MCP server that enables AI assistants like Claude to interact with Substack …
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| 61708 |
Ai Incident Db
Claim
AI Incident Database (AIID) MCP
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| 61709 |
Search and compare products from Singapore, SEA, and US markets via MCP.
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| 61710 |
swagger-doc-explorer-mcp
Claim
Enables progressive exploration of Swagger/OpenAPI API documentation. Supports …
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| 61711 |
recipe-mcp
Claim
Generate and remix recipes using cookwith.co
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| 61712 |
claude-ssh-mcp
Claim
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
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| 61713 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 61714 |
MCPGen
Claim
Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-ris…
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| 61715 |
MCP Invoice
Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
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| 61716 |
noslip_quant_bot
Claim
quant information provider bot
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| 61717 |
hoaster
Claim
Hosts AI-generated web content (HTML, images, SVG, JSON) at a public URL, with …
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| 61718 |
Scaffolds new MCP servers for the OpenSIN-Code ecosystem with templates for Pyt…
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| 61719 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
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| 61720 |
Gmail MCP Server
Claim
A high-performance MCP server that enables AI assistants to interact with Gmail…
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| 61721 |
loom
Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
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| 61722 |
German municipal tax data (Hundesteuer, Zweitwohnungsteuer, Pfaendung), cited t…
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| 61723 |
Agent Construct
Claim
A standardized MCP server implementation that provides AI models with dynamic t…
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| 61724 |
Basketeer
Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
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| 61725 |
RViz Map Image MCP
Claim
Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and…
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| 61726 |
An open-source MCP server that lets AI assistants read, create, search, and man…
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| 61727 |
SearXNG MCP Server
Claim
Enables web search and content scraping from multiple engines via a local SearX…
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| 61728 |
tdhc
Claim
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| 61729 |
AI Scanner
Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
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| 61730 |
billforward-mcp
Claim
Enables LLMs to interact with Billforward's billing and subscription management…
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| 61731 |
express-recon-mcp
Claim
Enables scanning Express.js route surfaces for inventory and audit, classifying…
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| 61732 |
ElevenLabs
Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
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| 61733 |
Linux MCP Server
Claim
Exposes full Linux system control to AI clients via MCP tools for bash executio…
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| 61734 |
cleanroom-mcp
Claim
An MCP server that enforces the clean-room software reimplementation process wi…
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| 61735 | — | |||||||||
| 61736 |
VRMCP
Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
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| 61737 |
BlenderMCP
Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 61738 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 61739 |
sample-project
Claim
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| 61740 |
MCP Atende Direito One
Claim
Deploys a remote MCP server on Cloudflare Workers without authentication, suppo…
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| 61741 |
Theta Health MCP
Claim
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
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| 61742 |
CompanyIQ MCP Server
Claim
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
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| 61743 |
jgrants-mcp-server
Claim
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
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| 61744 |
Zuplo
Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
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| 61745 |
Generalized MCP Server
Claim
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
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| 61746 |
A project-scoped private journaling and semantic search server for Claude, usin…
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| 61747 |
wavekit-mcp
Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
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| 61748 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 61749 |
mcp-server-weread
Claim
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
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| 61750 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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