MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15951
Toloka
Tendem MCP Claim 1 2
An MCP server for Tendem that enables users to complete tasks using a hybrid of…
F 30 55 39 43 60 78 92
15952
BearHuddleston
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
F 30 54 96 36 N/A 56 90 90
15953
DaInfernalCoder
Utilize advanced API capabilities to enhance your coding experience.
F 30 54 94 66 N/A 68 90 89
15954
isaacphi
mcp-gdrive Claim 1 2
Model Context Protocol (MCP) Server for reading from Google Drive and editing G…
F 30 55 96 60 49 76 92
15955
gatahcha
DOCX Document Creator Claim 1
A FastMCP-powered microserver that allows users to programmatically generate we…
F 30 54 46 26 N/A 21 90 96
15956
ferrislucas
iterm-mcp Claim 1 3
A Model Context Protocol server that provides access to iTerm. You can run comm…
F 30 54 75 47 N/A 68 87 98
15957
VenkatGGG
ThinMCP Claim 1
A local MCP gateway that compresses multiple upstream servers into two tools, s…
F 30 54 66 71 N/A 37 87 67
15958
leomessi2140
Enables menu browsing, recommendation requests, and shopping cart management th…
F 30 55 54 25 25 80 88
15959
chenningling
A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…
F 30 54 60 36 N/A 19 82 76
15960
OwlTing
Enables LLMs to search and retrieve PayNow Component documentation directly, ac…
F 30 66 92 80 57 55 80 93
15961
Kevthetech143
Hivemind MCP Claim 1 3
Provides access to a community knowledge base of 16k+ debugging solutions and 2…
F 30 55 90 100 45 77 43
15962
r3-yamauchi
Enables secure interaction with kintone through OAuth authentication, supportin…
F 30 55 66 70 41 80 92
15963
dongwoosuk
Grasshopper MCP Claim 1 3
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
F 30 55 90 74 N/A 42 87 68
15964
falahgs
Enables AI agents to generate music and audio content using the MiniMax Music A…
F 30 55 72 66 21 80 89
15965
opslon
BlenderMCP Claim 1
Connects Claude AI to Blender via the Model Context Protocol to enable prompt-a…
F 30 54 66 33 N/A 48 87 99
15966
claudiusbotticus
Provides real-time web research and URL summarization capabilities using Gemini…
F 30 54 94 50 N/A 28 87 100
15967
magenie33
Generate tailored quality criteria and scoring guides from your task descriptio…
F 30 66 70 60 0 29 81 90
15968
markswendsen-code
LinkedIn MCP Server Claim 1 3
An MCP server for LinkedIn automation that enables users to search for jobs, re…
F 25 55 75 65 30 74 100
15969
mertcankaraoglu
SSH MCP Server Claim 1 2
Enables managing Ubuntu/Linux servers through natural language by establishing …
F 25 55 78 52 32 74 93
15970
markswendsen-code
opentable Claim 1 3
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
F 25 54 75 68 N/A 32 87 100
15971
digital-duck
A demonstration server for the Model Context Protocol (MCP) that exposes calcul…
F 25 55 84 33 37 74 100
15972
thomastx05
Magento MCP Server Claim 1 2
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
F 25 55 84 68 69 80 51
15973
aadhil96
Provides real-time retrieval of official documentation for LangChain, LlamaInde…
F 25 55 60 41 24 80 97
15974
a1245582339
figma-designer Claim 1
Give AI agents full read & write access to Figma — 50+ tools for design automat…
F 25 54 84 33 N/A 59 80 94
15975
Jthora
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
F 25 66 84 90 100 48 82 98
15976
andylee20014
Generate images using advanced AI models and store them securely in the cloud. …
F 25 55 39 60 N/A 27 80 79
15977
poly-mcp
PolyMCP Claim 1
Polymcp provides a simple and efficient way to interact with MCP servers using …
F 25 54 96 65 N/A 58 90 95
15978
imchandanmohan
MCP Crypto Portfolio Claim 1
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
F 25 55 66 63 48 77 91
15979
alnosarus
Maple Claim 1
A unified MCP server providing observability, safety control, and behavior evol…
F 25 55 78 71 37 78 76
15980
xiaobenyang-com
DB-Mcp Claim 1
MCP Database Server is a service that provides secure database access for AI as…
F 25 66 72 65 0 50 74
15981
jamiew
Monarch MCP Server Claim 1
Access Monarch financial data — accounts, transactions, budgets, and more
F 25 64 88 48 0 73 74 93
15982
raihan0824
MCP Fooocus API Claim 2 4
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
F 25 55 78 68 49 76 89
15983
SomeiLam
NewsDigest MCP Claim 1
A TypeScript-based Model Context Protocol server that fetches, searches, and fo…
F 25 55 60 57 30 76 69
15984
dynatrace-oss
Dynatrace-mcp Claim 2 4
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
F 25 66 86 70 0 100 55 83
15985
gethopp
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
F 25 55 68 0 65 78 98
15986
pak3430
Enables unified management of reservations across multiple Korean platforms (Na…
F 25 55 68 41 24 80 99
15987
georgi-io
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
F 25 55 54 63 26 80 80
15988
mariocandela
beelzebub Claim 2
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
F 25 55 78 38 85 74 35
15989
imprvhub
mcp-rss-aggregator Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 55 90 58 71 78 69
15990
aifity
GitHub Claim 1
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git…
F 25 66 92 65 0 81 71 99
15991
jser
JSer.info MCP Server Claim 1 3
A Model Context Protocol server that provides search and retrieval capabilities…
F 25 66 77 92 98 63 80 81
15992
alexpota
deploy-mcp Claim 1
Universal deployment tracker for AI assistants with live status badges and depl…
F 25 55 96 45 86 80 93
15993
KaranThink41
Automate your Slack workspace interactions by posting messages, replying to thr…
F 25 64 78 68 0 41 90 98
15994
dgageot
box Claim 2 3
An MCP server capable of interacting with the Box API
F 25 55 69 41 24 77 96
15995
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 55 82 72 N/A 48 80 91
15996
Azure-Samples
AI-Gateway Claim 2
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered …
F 25 54 94 41 N/A 66 88 100 JU
15997
qeinfinity
Binance MCP Server Claim 1 3
A server implementation that streams real-time Binance market data (spot and fu…
F 25 55 84 57 38 80 98
15998
edgedelta
edgedelta-mcp-server Claim 1
F 25 55 92 38 61 76 88
15999
snussik
An optimized Model Context Protocol server for document OCR processing using Mi…
F 25 55 78 68 27 76 97
16000
w2pwinlinux
A Message Control Protocol server that provides an interface for managing and q…
F 25 55 56 32 16 78 75
Showing 15951–16000 of 57597 servers
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