MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65951
ReclaimerGold
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
65952
veniceai
Provides 31 tools and 3 resources to access Venice's uncensored AI models for c…
65953
JanneMattila
Exposes Azure Databricks Jobs tools (list, run, get output) with Entra ID authe…
65954
erquier
better-mcp Claim
A universal MCP server that provides AI agents with structured tools for filesy…
N/A N/A
65955
zopalz
MCP server that enables web search, image search, and image download using Duck…
65956
Go-555
The Universal MCP Server exposes tools for automated posting and draft saving t…
N/A N/A
65957
vinades
mcp-dauthau Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
65958
larock22
A production-ready MCP server that exposes Aider's code editing capabilities vi…
65959
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
65960
hoainho
ohmyperf Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
N/A N/A
65961
scottyphillips
Provides accurate system time to LLM applications with multi-timezone support v…
N/A N/A
65962
ViktorOgnev
kaiten-mcp Claim
Enables interaction with Kaiten project management platform through 246 tools f…
65963
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
65964
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
65965
stagproject
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
65966
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
81
65967
infoinlet-marketplace
mcp-workflow Claim
Workflow automation for AI agents — browse 125 connectors + 234 templates, run …
N/A N/A
65968
gravik123
mcp_project Claim
N/A N/A 95
65969
FoundryNet
CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation…
65970
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
81
65971
Hovhanns97
A remote Model Context Protocol server that lets Claude on claude.ai browse you…
65972
dasein108
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
N/A N/A
65973
mhnavid
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
N/A N/A
65974
DoomsdayxProductions
Reaper MCP Claim
Provides AI-powered undetectable browser automation for data harvesting, bypass…
N/A N/A
65975
nourelhoudaas
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
N/A N/A
65976
yurthankiyak
Provide tailored advice and recommendations through a simple API interface. Ena…
N/A N/A 95
65977
carsonlabs
SteadyFetch Claim
Provides AI agents with reliable web fetching capabilities, handling retries, c…
65978
alperduzgun
Enables managing your iOS app's entire lifecycle with natural language through …
65979
morettimarco
Parses Italian INAZ payslip PDFs into a local SQLite database, enabling AI clie…
N/A N/A
65980
HadyAhmed00
Android-MCP Claim
Enables AI agents to control Android devices and emulators through direct UI in…
N/A N/A 95
65981
seungdori
Provides deterministic, read-only design knowledge for AI coding agents to help…
N/A N/A
65982
anyakors
Enables searching for users, fetching papers, and exporting research data from …
65983
flowvenue-it
Conversational business process runtime for AI agents with workflow orchestrati…
65984
kmandana
DevNarrate Claim
MCP server for developer workflow automation — smart commits, secret scanning, …
N/A N/A
65985
chetparker
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
N/A N/A 95
65986
Master0fFate
ForLoop MCP Claim
Enables AI harnesses to run iterative loops on code repositories with built-in …
N/A N/A 95
65987
StructuralWizard
A lightweight MCP server for linear-static structural analysis of bridges and b…
N/A N/A
65988
lukaszzychal
Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc…
N/A N/A
65989
vijayPrajapatii
Enables AI agents to interact with Google Workspace services (Gmail, Drive, Doc…
65990
arunmenon
An in-memory knowledge graph MCP server that gives coding agents structural and…
N/A N/A
65991
Ricaardo
Enables AI agents to interact with Interactive Brokers through 48 tools for mar…
N/A N/A
65992
malkreide
Enables AI models to search and retrieve bibliographic and digitized records fr…
65993
helbertparanhos
Full Easypanel control from Claude Code and Cursor — 37 tools for deployments, …
N/A N/A
65994
molpass
mcp-taiyi Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
N/A N/A
65995
JacobiusMakes
twake-mcp Claim
Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
N/A N/A
65996
berntpopp
Enables querying of per-residue missense tolerance, Pfam domain annotations, an…
65997
MrJohn91
Enables natural language queries against Snowflake Gold-layer tables through Cl…
N/A N/A
65998
lucas-denzer
n8n-mcp Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
65999
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
81
66000
gws8820
Provides a tool to calculate basic text metrics including character count, char…
N/A N/A
Showing 65951–66000 of 66394 servers