MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60551
pipeworx-io
Enables AI agents to search, query, and explore City of Sumter, South Carolina …
60552
swamy.fwd
av1 Claim
N/A N/A 95
60553
maciekaz
eset-mcp Claim
MCP server for the ESET ecosystem - Connect cloud + PROTECT On-Prem, multi-tena…
N/A N/A
60554
Devrajsinh-Jhala
npx-vibe Claim
Read-only npm package and project dependency preflight tools for AI application…
N/A N/A
60555
fastmcp-me
Enables interaction with VikingDB, a high-performance vector database, for stor…
60556
iiNothh
Enables AI agents to edit files in VS Code with an interactive diff review pane…
N/A N/A
60557
antoinefamibelle
Ghost MCP Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
60558
geekjapan
Enables AI applications to interact with MetaTrader 5 terminals via WebSocket M…
N/A N/A
60559
Lucas-Servi
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
60560
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
N/A N/A
60561
pipeworx-io
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
60562
win4r
Enables searching academic papers on arXiv and retrieving detailed information …
60563
pipeworx-io
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
60564
brucehe3
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
60565
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
60566
pipeworx-io
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
60567
pipeworx-io
Enables searching and querying Indian River County, Florida open geospatial dat…
60568
lightward
mechanic-mcp Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
N/A N/A
60569
pipeworx-io
Provides tools to search and query open geospatial datasets from the City of Ro…
60570
kumarakshay2456
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
N/A N/A
60571
keeponfirst
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
N/A N/A
60572
googoles
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
60573
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
60574
KarstenKreh
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
60575
Lindsayellis22
Enables automation of Google Workspace tasks, including reading/writing sheets,…
60576
mustafametesengul
WebQuest MCP Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
60577
mamertofabian
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
N/A N/A
60578
berntpopp
gencc-link Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
N/A N/A
60579
vtnhogg
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
60580
pipeworx-io
Search and query City of San Jose GIS open geospatial datasets (parcels, zoning…
60581
mickae1
Enables AI assistants to interact with a Homebox inventory system to search, cr…
N/A N/A
60582
universal-mcp
Enables interaction with Microsoft Outlook through a unified API, supporting to…
60583
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
60584
withsivram
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
N/A N/A
60585
seolcoding
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
60586
inceon
Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
60587
jinto
A secure and efficient MCP server for MySQL database operations, enabling LLMs …
60588
JoachimDAVAL
Exposes system tools (disk usage, file listing) and weather information via Ope…
N/A N/A
60589
milliomics
millimap-mcp Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
N/A N/A
60590
CobraChickenAI
ideahub_mcp Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
N/A N/A
60591
pipeworx-io
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
60592
pipeworx-io
Enables searching and querying City of Centennial GIS open geospatial datasets …
60593
pipeworx-io
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
60594
pipeworx-io
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
60595
UniRate-API
mcp Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
N/A N/A
60596
xlisp
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
N/A N/A
60597
megamen32
agent-resume Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
N/A N/A
60598
shemreader
Enables AI agents to search, explore data lineage, understand business context,…
60599
lion9
Enables semantic search over an Obsidian vault using ChromaDB, allowing users t…
N/A N/A
60600
PaulKuzmin
Civitai MCP Claim
A model context protocol server for Civitai that enables searching models by va…
N/A N/A
Showing 60551–60600 of 64210 servers