MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29951 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
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| 29952 |
webcamexplore
Claim
Explore the World through Live Webcams
Explore the World in Real-Time: 10,000+ …
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| 29953 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 29954 |
moltarch
Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
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| 29955 |
Earth Engine MCP Server
Claim
Enables satellite imagery analysis through Google Earth Engine, allowing users …
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| 29956 |
Demonstrate and validate the Model Context Protocol server implementation with …
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| 29957 |
FAL Reve MCP Server
Claim
Enables high-quality text-to-image generation and image editing using FAL AI's …
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| 29958 |
wheretohit
Claim
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| 29959 |
gaproll
Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
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| 29960 |
test-server
Claim
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| 29961 |
Slideforge
Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
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| 29962 | — | |||||||||
| 29963 |
nahdd123
Claim
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| 29964 |
wiki-mcp
Claim
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| 29965 |
Provides Claude with SQL access to Hevy workout history and personal training c…
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| 29966 |
domscribe
Claim
Domscribe is a pixel-to-code development tool that bridges the gap between runn…
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| 29967 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 29968 |
Remote MCP Server
Claim
A Cloudflare-deployable server that implements Model Context Protocol (MCP) cap…
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| 29969 |
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
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| 29970 |
brightdata-mcp
Claim
Discover, extract, and interact with the web - one interface powering automated…
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| 29971 |
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| 29972 |
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
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| 29973 |
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
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| 29974 |
adr-mcp-setup
Claim
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
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| 29975 |
Rexi MCP Server
Claim
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
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| 29976 |
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
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| 29977 |
YouTube search interest and trend data over time, with growth metrics. Free key…
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| 29978 |
JSON Compare
Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
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| 29979 |
mcp-server-251215
Claim
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| 29980 |
graphql-to-mcp
Claim
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 29981 |
Connect AI agents to licensed financial intermediaries in France: insurance, cr…
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| 29982 |
Enables searching and retrieving detailed information about Swedish companies, …
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| 29983 |
NCBI Entrez MCP Server
Claim
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
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| 29984 |
mcp-kp
Claim
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| 29985 |
mcp-server-joeleesuh
Claim
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| 29986 |
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| 29987 |
Morbidity and Mortality Weekly Reports and disease surveillance
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| 29988 |
A Model Context Protocol server that provides tools and resources for Java CI/C…
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| 29989 |
yourmemory
Claim
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
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| 29990 |
threadline
Claim
Persistent memory and context layer for AI agents. inject() before your LLM cal…
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| 29991 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 29992 |
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
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| 29993 |
searxng-mcp
Claim
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
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| 29994 |
vmware-aria-logs
Claim
MCP server for VMware Aria Operations for Logs (formerly vRealize Log Insight).…
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| 29995 |
Spotify podcast and artist trends over time, with growth metrics. Free key at t…
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| 29996 |
Remote enterprise management of Android devices and apps
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| 29997 |
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
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| 29998 |
vsfclubnew4
Claim
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| 29999 |
CMS Mcp Server
Claim
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
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| 30000 |
Enables semantic search across multiple knowledge datasets using FAISS vector e…
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