MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 5 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60551 |
mcp-arcgis-sumter
Claim
Enables AI agents to search, query, and explore City of Sumter, South Carolina …
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| 60552 |
av1
Claim
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| 60553 |
eset-mcp
Claim
MCP server for the ESET ecosystem - Connect cloud + PROTECT On-Prem, multi-tena…
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| 60554 |
npx-vibe
Claim
Read-only npm package and project dependency preflight tools for AI application…
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| 60555 |
vikingdb-mcp-server
Claim
Enables interaction with VikingDB, a high-performance vector database, for stor…
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| 60556 |
AI Diff Review MCP
Claim
Enables AI agents to edit files in VS Code with an interactive diff review pane…
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| 60557 |
Ghost MCP
Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
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| 60558 |
metatrader5-mcp-server
Claim
Enables AI applications to interact with MetaTrader 5 terminals via WebSocket M…
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| 60559 |
kegg-mcp-server
Claim
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
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| 60560 |
classmcp
Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
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| 60561 |
arcgis-linncounty
Claim
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
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| 60562 |
arxiv-search MCP Server
Claim
Enables searching academic papers on arXiv and retrieving detailed information …
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| 60563 |
arcgis-puyallup
Claim
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
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| 60564 |
video-sum-mcp
Claim
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
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| 60565 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 60566 |
mcp-arcgis-lubbock
Claim
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
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| 60567 |
mcp-arcgis-indianriver
Claim
Enables searching and querying Indian River County, Florida open geospatial dat…
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| 60568 |
mechanic-mcp
Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
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| 60569 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 60570 |
tradingview-mcp-india
Claim
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
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| 60571 |
kof-stitch-mcp
Claim
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
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| 60572 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 60573 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
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| 60574 |
standby-design-mcp
Claim
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
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| 60575 |
Enables automation of Google Workspace tasks, including reading/writing sheets,…
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| 60576 |
WebQuest MCP
Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
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| 60577 |
maid-runner-mcp
Claim
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
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| 60578 |
gencc-link
Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
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| 60579 |
APIVerve MCP Server
Claim
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
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| 60580 |
arcgis-sanjose
Claim
Search and query City of San Jose GIS open geospatial datasets (parcels, zoning…
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| 60581 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
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| 60582 |
Enables interaction with Microsoft Outlook through a unified API, supporting to…
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| 60583 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
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| 60584 |
GoodNotes MCP Server
Claim
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
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| 60585 |
korean-stat-mcp
Claim
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
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| 60586 |
Bitbucket MCP Server
Claim
Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
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| 60587 |
FastMCP MySQL Server
Claim
A secure and efficient MCP server for MySQL database operations, enabling LLMs …
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| 60588 |
mon-serveur-mcp
Claim
Exposes system tools (disk usage, file listing) and weather information via Ope…
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| 60589 |
millimap-mcp
Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
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| 60590 |
ideahub_mcp
Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
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| 60591 |
arcgis-peterborough
Claim
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
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| 60592 |
mcp-arcgis-centennial
Claim
Enables searching and querying City of Centennial GIS open geospatial datasets …
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| 60593 |
arcgis-honolulu
Claim
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
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| 60594 |
arcgis-detroit
Claim
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
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| 60595 |
mcp
Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
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| 60596 |
thoughtgraph-mcp
Claim
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
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| 60597 |
agent-resume
Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
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| 60598 |
DataHub MCP Server
Claim
Enables AI agents to search, explore data lineage, understand business context,…
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| 60599 |
RAG Obsidian MCP Server
Claim
Enables semantic search over an Obsidian vault using ChromaDB, allowing users t…
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| 60600 |
Civitai MCP
Claim
A model context protocol server for Civitai that enables searching models by va…
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