MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40951
grobinson3108
A single MCP server that fronts multiple REST APIs, each configured via environ…
40952
KaranThink41
Enable seamless integration of Workday data and services with language models t…
N/A N/A 95
40953
Vibe-Code-Agent
Comprehensive MCP server for analyzing GitHub pull requests, detecting security…
40954
getonbrd
Get on Board Claim
Recruiter-scoped search across Latin America's largest tech talent pool. OAuth-…
40955
universal-mcp
Enables interacting with Hubspot tools and services through a unified API and t…
40956
seecretly
beeeeper Claim
N/A N/A 95
40957
yiGmMk
An MCP server for learning purposes that integrates jina.ai tools for web searc…
40958
kennyzheng-builds
Enables AI agents to semantically search, ask questions about, and analyze vide…
40959
shifusen329
live2d-mcp Claim
A simple MCP server that implements a note storage system allowing users to add…
N/A N/A 95
40960
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
40961
vakharwalad23
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
40962
Spider-Chat
Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…
N/A N/A
40963
Devparihar5
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
N/A N/A
40964
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
N/A N/A
40965
nso-india
Provides AI-ready access to Indian government statistics through MCP, enabling …
N/A N/A
40966
NovadaLabs
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …
N/A N/A 83
40967
ecidk
Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, val…
40968
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
81
40969
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
40970
Mallikarjun-Roddannavar
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
N/A N/A
40971
googlemaps-samples
Provides custom tools to the Gemini model for spatially grounding responses usi…
40972
musictechlab
Enables managing Trello boards, lists, cards, labels, and members through natur…
40973
HimanshuSharmaKUL
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
N/A N/A
40974
w1ckedxt
Provides brutally honest code reviews, explanations, and refactoring suggestion…
40975
Able-rip
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
N/A N/A
40976
bermingham85
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
N/A N/A
40977
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
81
40978
arjunprabhulal
Enables searching YouTube videos via SerpAPI, returning video details such as t…
40979
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
40980
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
40981
Snseam
Enables AI assistants to automate BOSS直聘 recruitment tasks including candidate …
N/A N/A
40982
renfei-design
Enables AI assistants to control Figma in real-time through Model Context Proto…
N/A N/A
40983
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
N/A N/A 95
40984 N/A N/A 95
40985
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
40986 N/A N/A 95
40987
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
40988
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
40989
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
40990
quinnbmay
apple-mcp Claim
N/A N/A 95
40991
shuji-bonji
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
40992
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
40993
monet88
mcp_flutter Claim
N/A N/A 95
40994
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
40995
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
40996
inv-fourier-transform
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
N/A N/A 95
40997
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
40998
garystafford
Enables AI agents to search for stock photography based on current location and…
40999
bwads001
An MCP server that provides tools for searching and analyzing Claude Code conve…
N/A N/A
41000
Serverless-Devs
Automatically converts OpenAPI specifications into a Model Context Protocol (MC…
Showing 40951–41000 of 43459 servers
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