MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31851 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
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F 18 3⁄5 | ||||||||
| 31852 |
Search-only commerce MCP server backed by Stripe (test)
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F 16 3⁄5 | ||||||||
| ○ Unscored | ||||||||||
| 31853 |
mcp-popup-ui
Claim
Enables AI assistants to present interactive choices to users via browser popup…
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— | ||||||||
| 31854 |
@skillzmarket/mcp
Claim
Enables AI assistants to search, get info, call, and review paid AI skills on S…
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— | ||||||||
| 31855 |
yougile-mcp
Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
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| 31856 |
cox-automotive-mcp
Claim
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
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— | ||||||||
| 31857 |
mcp-github-server
Claim
A simple MCP server that provides repository information (list repos, get repo …
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| 31858 |
mcp
Claim
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— | ||||||||
| 31859 |
mlctl
Claim
Enables natural language management of the full ML lifecycle including experime…
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— | ||||||||
| 31860 |
oecd-mcp-server
Claim
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
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— | ||||||||
| 31861 |
customaise
Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
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| 31862 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 31863 |
tingyun-mcp
Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
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| 31864 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
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| 31865 |
Drive Android & iOS mobile-app automation from your AI agent on locally connect…
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| 31866 |
Frontend Guru MCP
Claim
Transforms design inputs (URLs, screenshots, descriptions) into production-read…
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— | ||||||||
| 31867 |
pentimento-fs
Claim
A filesystem MCP server that journals every file operation (write, delete, move…
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— | ||||||||
| 31868 |
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
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— | ||||||||
| 31869 |
VMFramework MCP
Claim
Exposes VMFramework-specific editor workflows as first-class Unity MCP project …
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— | ||||||||
| 31870 |
memgrep
Claim
Enables agents to search and retrieve past chat transcripts from a local memory…
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— | ||||||||
| 31871 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
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— | ||||||||
| 31872 |
tealium-mcp-server
Claim
Enables Tealium data layer validation, debugging, documentation generation, and…
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— | ||||||||
| 31873 |
seo-checker-ai-mcp
Claim
seo-checker-ai-mcp MCP server by MEOK AI Labs
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— | ||||||||
| 31874 |
An MCP server for managing OpenSearch Dashboards, enabling AI assistants to cre…
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| 31875 |
kos-telnet-mcp
Claim
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
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| 31876 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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— | ||||||||
| 31877 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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— | ||||||||
| 31878 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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— | ||||||||
| 31879 |
agent-verifier-mcp
Claim
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
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— | ||||||||
| 31880 |
hitkeep
Claim
Privacy-first web analytics with a read-only MCP server for aggregate traffic, …
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— | ||||||||
| 31881 |
kalendia-mcp
Claim
An MCP server for Kalendia that enables AI assistants to manage calendar connec…
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— | ||||||||
| 31882 |
RAPT.io MCP Server
Claim
Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptP…
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— | ||||||||
| 31883 |
mcp-apollo-config
Claim
Enables querying and editing configuration items in Apollo Config Center using …
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— | ||||||||
| 31884 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
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— | ||||||||
| 31885 |
nimble
Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
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— | ||||||||
| 31886 |
ingress2gateway-aws-mcp
Claim
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
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— | ||||||||
| 31887 |
ollama-code-mcp
Claim
An MCP server that lets Claude Code delegate coding tasks such as code generati…
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— | ||||||||
| 31888 |
xiaohei-companion
Claim
MCP server that provides a tool to query the status of an electronic pet named …
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— | ||||||||
| 31889 |
MCP server for connecting Claude Desktop to a local medical knowledge base with…
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— | ||||||||
| 31890 |
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
|
— | ||||||||
| 31891 |
Graph
Claim
An MCP server that gives your agent a persistent project brain: vision, archite…
|
— | ||||||||
| 31892 |
boring-news-mcp
Claim
A Python MCP server for fetching and summarizing news articles from the Boring …
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— | ||||||||
| 31893 |
mcp-ocrspace
Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
|
— | ||||||||
| 31894 |
topgg-mcp
Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
|
— | ||||||||
| 31895 |
LLM Council MCP
Claim
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
|
— | ||||||||
| 31896 |
Neo4j YASS MCP
Claim
Production-ready MCP server for Neo4j graph databases, enabling natural languag…
|
— | ||||||||
| 31897 |
sprinter
Claim
A self-hosted backlog tracker with priority scoring and an MCP server, enabling…
|
— | ||||||||
| 31898 |
UpGrad LXP MCP Server
Claim
Automates navigation of UpGrad's learning platform using Playwright to extract …
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— | ||||||||
| 31899 |
Access high quality transcripts for podcasts. Updated in real-time as new episo…
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— | ||||||||
| 31900 |
Databricks-cursor-mcp
Claim
Enables managing Databricks directly from Cursor IDE with 30 tools for notebook…
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