MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

43656
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34951
manutout
allema Claim
N/A N/A 95
34952
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
34953
Aboudjem
ui-ux-suite Claim
UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + …
N/A N/A
34954
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
34955
Teake1404
Enables to access SE Ranking SEO data through natural language queries, providi…
81
34956
kyw1419
coptest Claim
N/A N/A 95
34957
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
34958
smq9sn5jck-coder
Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
34959
cluster2600
zvec-mcp Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
N/A N/A
34960
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
34961
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
34962
axel-belfort
Text translation API for AI agents. Translate between 50+ languages with automa…
N/A N/A 95
34963
xyTom
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
34964
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
34965
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
34966
jagoff
memo Claim
Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hyb…
N/A N/A
34967
Counterbalance-Economics
Retell Voice Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
N/A N/A 95
34968
file-organizer Claim 1
Security-hardened file organizer with smart categorization and duplicate detect…
N/A N/A 81
34969
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
34970
itisaevalex
An MCP server that provides tools and resources to access company financial fil…
34971
SamuraiBuddha
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
N/A N/A 95
34972
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
34973
emarkou
setlistify Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
N/A N/A
34974
zjl13031-byte
prection Claim
N/A N/A 95
34975
rafaelldanieli
tentra Claim
N/A N/A 95
34976
kraken426
mcp Claim
N/A N/A 95
34977
alexbouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
34978
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
34979
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
34980
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
34981
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
34982
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
34983
sGuNk13
kuriflow-mcp Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
N/A N/A
34984
The-Doxa-Way
Doxa MCP Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
34985
NuraNet
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
N/A N/A 95
34986
pipeworx-io
Airnow Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
34987
vertical-mcp
dart-mcp Claim
MCP server for Korea's DART (Data Analysis, Retrieval and Transfer) electronic …
34988
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
34989
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
34990
jaskirat1616
Fusion360MCP Claim
Enables AI-powered CAD automation in Autodesk Fusion 360 through natural langua…
N/A N/A 95
34991
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
N/A N/A 95
34992
paychex
FastMCP server for Tavily search API with web search and content extraction
N/A N/A 95
34993
MrChartist
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
N/A N/A
34994
ishan-parihar
Enables AI assistants to interact with Instagram by scraping profiles, posts, r…
34995
angelostark
figma-drive Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
N/A N/A
34996
tempoclaims
server Claim
N/A N/A 95
34997
malharrrr
OmniHub Claim
A local-first MCP server for personal memory management, enabling AI agents to …
N/A N/A
34998
dachivadachkoria
Enables AI-powered automated testing, security scanning, code review, and maint…
N/A N/A
34999
olegprivate
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis and investment researc…
81
35000
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
81
Showing 34951–35000 of 43656 servers
« Prev 1 698 699 700 701 702 874 Next »