MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15951
Anansitrading
Poe Proxy MCP Server Claim 1
A FastMCP server that proxies the Poe.com API, allowing users to query various …
F 30 55 78 75 48 71 93
15952
hello3590-gif
A boilerplate project for quickly developing Model Context Protocol servers usi…
F 30 54 66 72 N/A 34 90 57
15953
buddhdev-harsh
linkedmcp Claim 1
linkedmcp
F 30 55 54 100 N/A 39 87 46
15954
veelenga
claude-mermaid Claim 1
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
F 30 54 90 58 N/A 68 88 92
15955
7836246
Claude Team MCP Claim 1 2
Enables collaboration between multiple AI models (GPT, Claude, Gemini) to work …
F 30 55 90 61 80 76 91
15956
JayLi52
nacos-mcp-router Claim 1
F 30 54 84 38 N/A 39 87 71
15957
spencerhhubert
illustrator-mcp-server Claim 1 2
mcp server to run scripts on adobe illustrator
F 30 54 72 45 N/A 22 84 96
15958
kevinwatt
YouTube MCP Server Claim 1 2
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
F 30 54 90 41 N/A 79 90 91
15959
LZMW
MCP Vision Server Claim 1
Provides advanced image analysis capabilities including object recognition, OCR…
F 30 55 54 70 45 80 93
15960
simen
Context Travel MCP Claim 1 2
Enables Claude agents to checkpoint their context state and reset back to saved…
F 30 54 90 56 N/A 27 90 96
15961
jmanek
Search and retrieve news articles and trending keywords from Google News and Go…
F 30 55 68 63 70 80 92
15962
uju777
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, an…
F 30 55 70 30 57 80 61
15963
ariunbolor
NSAF MCP Server Claim 1 2
A Model Context Protocol server that allows AI assistants to interact with the …
F 30 55 75 57 26 76 91
15964
lite
iTerm MCP Claim 1 5
Access your iTerm session and control terminal commands seamlessly.
F 30 55 75 100 N/A 39 87 54
15965
AzDeltaQQ
A Model Context Protocol server that enhances Claude in Cursor AI with advanced…
F 30 54 63 62 N/A 27 90 75
15966
edgedelta
edgedelta-mcp-server Claim 1
F 25 55 92 38 61 76 88
15967 F 25 55 72 70 13 80 92
15968
shunkus
Mochi MCP Server Claim 1
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
F 25 66 94 66 0 32 80 95
15969
handaas
Provides comprehensive building and office address information queries for ente…
F 25 66 60 35 0 19 74 62
15970
BirdInTheTree
zotero-mcp Claim 1
Read+write MCP server for Zotero with full write support — create items, manage…
F 25 55 72 0 50 80 97
15971
Miles0sage
Enables AI agents to interact with Twitter/X through Playwright browser automat…
F 25 54 64 0 N/A 45 87 98
15972
galaxyproject
galaxy-mcp Claim 1 2
MCP server for Galaxy bioinformatics platform - connect, execute tools, and man…
F 25 54 57 43 N/A 63 77 89
15973
alexdiazdecerio
Fastmail MCP Server Claim 1 2
Enables AI models to interact with Fastmail accounts via the JMAP API through t…
F 25 55 88 71 44 80 99
15974
iamjzx
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
F 25 55 66 67 28 76 65
15975
dynamicendpoints
Automate the backup of your Cloudflare projects to a GitHub repository. Ensure …
F 25 54 84 66 N/A 25 90 91
15976
SecurityTalent
Provides real-time threat intelligence and malware metadata by integrating with…
F 25 55 68 0 35 76 96
15977
SpasticPalate
Proton MCP Server Claim 1
Enables full Proton Mail management through the Model Context Protocol by conne…
F 25 54 72 61 N/A 35 87 99
15978
mberg
kokoro-tts-mcp Claim 1
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
F 25 54 80 36 N/A 47 90 94
15979
15538420886
EdgeOne Pages MCP Claim 1
Enables the deployment of HTML content, folders, and full-stack projects to Edg…
F 25 66 66 66 0 55 76 95
15980
kstonekuan
Enables Claude Code to send Telegram notifications when tasks complete, errors …
F 25 55 72 62 58 80 82
15981
holon-run
webmcp-bridge Claim 1
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
F 25 55 96 67 N/A 69 82 93
15982
tamago-labs
KAIA-MCP Server Claim 1
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
F 25 55 88 73 45 76 92
15983
webreactiva-devs
A lightweight server that provides detailed text analysis, counting total chara…
F 25 54 66 53 N/A 28 94 100
15984
thnico
MCP Ashby Connector Claim 1
A server implementation that enables LLMs to interact with Ashby's Applicant Tr…
F 25 55 76 60 20 78 99
15985
mikeysrecipes
Bilibili MCP Claim 1
Enables searching for Bilibili videos through a standardized MCP interface, ret…
F 25 55 72 58 29 80 77
15986
2bo
Qiita MCP Server Claim 1 2
A Model Context Protocol server that enables AI agents to interact with Qiita, …
F 25 66 51 70 0 65 80 92
15987
olalonde
mcp-human Claim 2 3
When your LLM needs human assistance (through AWS Mechanical Turk)
F 25 55 74 61 39 80 82
15988
ctkadvisors
GraphQL MCP Server Claim 1
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
F 25 55 86 66 28 80 93
15989
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 55 80 73 54 78 83
15990
gerred
Enables AI agents to control Minecraft bots through a standardized JSON-RPC int…
F 25 54 86 31 N/A 51 92 99
15991
clssck
Dataiku MCP Claim 1 2
MCP server for Dataiku DSS project, flow, and operations APIs.
F 25 54 65 68 N/A 86 77 86
15992
yohanfraga
MCP Activities Claim 1
Enables users to create and manage activities in the meupontoonline system thro…
F 25 55 76 65 29 74 75
15993
deploya-labs
Supabase MCP Server Claim 1 2
Enables Cursor and Windsurf to safely interact with Supabase databases by provi…
F 25 55 94 73 52 76 97
15994
kalivaraprasad-gonapa
Azure MCP Server Claim 2
Enables natural language interaction with Azure services through Claude Desktop…
F 25 55 94 75 52 69 93
15995
adawalli
nexus Claim 1
AI-powered web search server using Perplexity Sonar models with source citation…
F 25 55 96 73 81 82 94
15996
bio-mcp
Bio-MCP BLAST Claim 1
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
F 25 66 100 61 0 17 81 99
15997
xiaobenyang-com
A comprehensive GSAP animation generation tool that offers AI-driven intent ana…
F 25 55 72 65 N/A 50 71 61
15998
yashdhokane
Enables AI assistants to access real-time weather data by city and manage HR op…
F 25 55 86 82 27 80 29
15999
dazeb
markdown-downloader Claim 1 3
A MCP Server that will download any webpage as markdown in an instant. Download…
F 25 54 75 58 N/A 51 90 100
16000
refreshdotdev
WebEvalAgent MCP Server Claim 1 2
Unleashes LLM-powered agents to autonomously execute and debug web apps directl…
F 25 55 63 42 N/A 64 80 89
Showing 15951–16000 of 33842 servers
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