MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41201
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
N/A N/A
41202
richard-luc
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
N/A N/A
41203
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
41204
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
41205
mingtian6000
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
41206
ghensley
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
N/A N/A
41207
satovarb16
runwayMCP Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
N/A N/A
41208
Augmented-Nature
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
41209
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
41210
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
N/A N/A
41211
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
41212 N/A N/A 95
41213
arnstarn
MCP server for the Splunk On-Call (VictorOps) API providing comprehensive incid…
41214
gkmex75
Provides access to public GST Cranes resources including company records, Crane…
41215
metkamedia
Enables natural language management of Google Tag Manager resources including a…
41216
Roach
airglow Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
N/A N/A
41217
mattgotteiner
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
N/A N/A
41218
Raghvendra-Raghuvanshi
A Model Context Protocol server for browser automation using Selenium WebDriver…
N/A N/A
41219
nsastry2
Exposes real-time soil sensor metrics as MCP Resources and irrigation valve con…
N/A N/A
41220
RohanOnKeys
Hammer MCP Claim
Enables generating CAD files through DXF drafting and OpenSCAD operations, with…
N/A N/A
41221
itsanamune
Analyze search engine results, conduct keyword research, and perform competitor…
N/A N/A 95
41222
Lyncee
proxmox-mcp Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
41223
cenmiao
A Model Context Protocol server for unified database access and management, sup…
N/A N/A
41224
hadiazarabad
An MCP server for automating browser tasks using the Browser Use API. Provides …
41225
Ruijian-Zha
Enables Claude to manage a personal todo list in Notion, with capabilities to a…
41226
pipeworx-io
Access East Baton Rouge Parish open geospatial data (parcels, addresses, public…
41227
jaysm03
MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search…
N/A N/A
41228
davidalo
serial-mcp Claim
MCP server for serial port communication. Provides tools to open, read, write, …
N/A N/A
41229
Harley-Adams
PIM Me Claim
Azure PIM role activation MCP server allowing role activation through natural l…
N/A N/A
41230
Erlichooo
xmind-mcp Claim
Enables AI assistants to read and write XMind mind map files, allowing generati…
N/A N/A
41231
venkateshtata
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
41232
Atmic
MachineElf Claim
Routes urgent alerts from autonomous AI agents to human operators with idempote…
41233
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
81
41234
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
41235
penny4nonsense
Searches and retrieves academic papers from open access sources like arXiv, Sem…
41236
charlieellington
Enables AI agents to manage routes on the Design Canvas infinite canvas app, in…
N/A N/A
41237
razdo227
Delivers curated documentation, quickstart commands, and stack recommendations …
N/A N/A
41238
pipeworx-io
mcp-deezer Claim
Enables searching and retrieving metadata from Deezer's public catalog includin…
41239
craig0100
syncro-mcp Claim
MCP server for Syncro MSP that enables managing customers, tickets, assets, con…
41240
meetgeekai
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
41241
sanshao85
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
N/A N/A
41242
mikecali
Enables AI-powered business intelligence queries on Elasticsearch data using na…
N/A N/A
41243
butterbase
Butterbase Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
81
41244 N/A N/A 95
41245
vertical-mcp
ntis-mcp Claim
MCP server for Korea's NTIS (National Science and Technology Information Servic…
41246
hbui290
Crawl and archive VOZ threads, with search and summarization capabilities for A…
N/A N/A
41247
pipeworx-io
mcp-cvr-dk Claim
Enables querying the Danish Central Business Register (CVR) for company data th…
41248
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
41249
velyan
pdf-card-mcp Claim
Converts local PDFs into source-linked, card-based standalone HTML readers with…
N/A N/A
41250
CSOAI-ORG
meal-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 41201–41250 of 67197 servers
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