MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62501 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 62502 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
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| 62503 |
tradingview-mcp-india
Claim
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
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| 62504 |
mcp-arcgis-indianriver
Claim
Enables searching and querying Indian River County, Florida open geospatial dat…
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| 62505 |
kof-stitch-mcp
Claim
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
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| 62506 |
arcgis-puyallup
Claim
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
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| 62507 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 62508 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 62509 |
mcp-arcgis-lubbock
Claim
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
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| 62510 |
Upwork MCP Server
Claim
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
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| 62511 |
arxiv-search MCP Server
Claim
Enables searching academic papers on arXiv and retrieving detailed information …
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| 62512 |
mechanic-mcp
Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
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| 62513 |
video-sum-mcp
Claim
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
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| 62514 |
arcgis-linncounty
Claim
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
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| 62515 |
WebQuest MCP
Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
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| 62516 |
maid-runner-mcp
Claim
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
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| 62517 |
gencc-link
Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
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| 62518 |
APIVerve MCP Server
Claim
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
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| 62519 |
Weather MCP Server
Claim
Enables Claude Desktop to query real-time weather information and forecasts via…
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| 62520 |
Enrich a company domain into firmographics via Apify: employees, industry, HQ, …
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| 62521 |
GoodNotes MCP Server
Claim
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
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| 62522 |
FastMCP MySQL Server
Claim
A secure and efficient MCP server for MySQL database operations, enabling LLMs …
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| 62523 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
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| 62524 |
ideahub_mcp
Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
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| 62525 |
korean-stat-mcp
Claim
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
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| 62526 |
WordNet MCP Server
Claim
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
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| 62527 |
engram
Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
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| 62528 |
Bitbucket MCP Server
Claim
Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
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| 62529 |
Enables interaction with Microsoft Outlook through a unified API, supporting to…
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| 62530 |
millimap-mcp
Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
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| 62531 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
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| 62532 |
mon-serveur-mcp
Claim
Exposes system tools (disk usage, file listing) and weather information via Ope…
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| 62533 |
arcgis-peterborough
Claim
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
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| 62534 |
mcp-arcgis-centennial
Claim
Enables searching and querying City of Centennial GIS open geospatial datasets …
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| 62535 |
arcgis-sanjose
Claim
Search and query City of San Jose GIS open geospatial datasets (parcels, zoning…
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| 62536 |
thoughtgraph-mcp
Claim
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
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| 62537 |
DataHub MCP Server
Claim
Enables AI agents to search, explore data lineage, understand business context,…
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| 62538 |
arcgis-honolulu
Claim
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
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| 62539 |
RAG Obsidian MCP Server
Claim
Enables semantic search over an Obsidian vault using ChromaDB, allowing users t…
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| 62540 |
arcgis-detroit
Claim
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
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| 62541 |
agent-resume
Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
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| 62542 |
Civitai MCP
Claim
A model context protocol server for Civitai that enables searching models by va…
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| 62543 |
Verix API MCP Server
Claim
Enables searching Verix records, retrieving record details, and running analysi…
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| 62544 |
TestRail MCP Server
Claim
Integrates TestRail with Claude Code to enable AI-assisted test management work…
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| 62545 |
mcp-arcgis-allegheny
Claim
Enables searching and querying of Allegheny County, Pennsylvania open geospatia…
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| 62546 |
arcgis-branson
Claim
Provides access to City of Branson GIS open geospatial data including parcels, …
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| 62547 |
Inliner MCP Server
Claim
Enables AI coding agents to manage image projects, generate and edit images, an…
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| 62548 |
mcp-arcgis-seattle
Claim
Enables search and query of City of Seattle GIS open geospatial datasets such a…
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| 62549 |
mcp-arcgis-charlotte
Claim
Enables AI agents to search and query City of Charlotte GIS datasets (parcels, …
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| 62550 |
Apple Music MCP
Claim
MCP server for controlling Apple Music on macOS using JXA (JavaScript for Autom…
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