MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62501
pipeworx-io
Provides tools to search and query open geospatial datasets from the City of Ro…
62502
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
62503
kumarakshay2456
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
N/A N/A
62504
pipeworx-io
Enables searching and querying Indian River County, Florida open geospatial dat…
62505
keeponfirst
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
N/A N/A
62506
pipeworx-io
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
62507
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
62508
googoles
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
62509
pipeworx-io
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
62510
fieldjoshua
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
62511
win4r
Enables searching academic papers on arXiv and retrieving detailed information …
62512
lightward
mechanic-mcp Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
N/A N/A
62513
brucehe3
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
62514
pipeworx-io
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
62515
mustafametesengul
WebQuest MCP Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
62516
mamertofabian
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
N/A N/A
62517
berntpopp
gencc-link Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
N/A N/A
62518
vtnhogg
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
62519
eltonmesquita87
Enables Claude Desktop to query real-time weather information and forecasts via…
N/A N/A
62520
mambalabsdev
Enrich a company domain into firmographics via Apify: employees, industry, HQ, …
N/A N/A
62521
withsivram
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
N/A N/A
62522
jinto
A secure and efficient MCP server for MySQL database operations, enabling LLMs …
62523
mickae1
Enables AI assistants to interact with a Homebox inventory system to search, cr…
N/A N/A
62524
CobraChickenAI
ideahub_mcp Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
N/A N/A
62525
seolcoding
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
62526
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
62527
ReallyArtificial
engram Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
N/A N/A
62528
inceon
Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
62529
universal-mcp
Enables interaction with Microsoft Outlook through a unified API, supporting to…
62530
milliomics
millimap-mcp Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
N/A N/A
62531
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
62532
JoachimDAVAL
Exposes system tools (disk usage, file listing) and weather information via Ope…
N/A N/A
62533
pipeworx-io
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
62534
pipeworx-io
Enables searching and querying City of Centennial GIS open geospatial datasets …
62535
pipeworx-io
Search and query City of San Jose GIS open geospatial datasets (parcels, zoning…
62536
xlisp
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
N/A N/A
62537
shemreader
Enables AI agents to search, explore data lineage, understand business context,…
62538
pipeworx-io
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
62539
lion9
Enables semantic search over an Obsidian vault using ChromaDB, allowing users t…
N/A N/A
62540
pipeworx-io
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
62541
megamen32
agent-resume Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
N/A N/A
62542
PaulKuzmin
Civitai MCP Claim
A model context protocol server for Civitai that enables searching models by va…
N/A N/A
62543
kamolc4
Enables searching Verix records, retrieving record details, and running analysi…
62544
yshpyluk
Integrates TestRail with Claude Code to enable AI-assisted test management work…
N/A N/A
62545
pipeworx-io
Enables searching and querying of Allegheny County, Pennsylvania open geospatia…
62546
pipeworx-io
Provides access to City of Branson GIS open geospatial data including parcels, …
62547
inliner-ai
Enables AI coding agents to manage image projects, generate and edit images, an…
62548
pipeworx-io
Enables search and query of City of Seattle GIS open geospatial datasets such a…
62549
pipeworx-io
Enables AI agents to search and query City of Charlotte GIS datasets (parcels, …
62550
lucasilverentand
MCP server for controlling Apple Music on macOS using JXA (JavaScript for Autom…
N/A N/A
Showing 62501–62550 of 64153 servers