MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38151
Lyonsupernova
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
N/A N/A
38152
WW-AI-Lab
生产就绪的MCP协议Jinja2模板渲染服务器,为AI应用提供安全沙箱执行和复杂JSON参数的模板处理能力。
N/A N/A
38153
esoiman
bizgpt Claim
N/A N/A 95
38154 N/A N/A 95
38155
Cloudmeru
Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-gen…
N/A N/A
38156
casefold
Casefold Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
81
38157
grobinson3108
A single MCP server that fronts multiple REST APIs, each configured via environ…
38158
KaranThink41
Enable seamless integration of Workday data and services with language models t…
N/A N/A 95
38159
Vibe-Code-Agent
Comprehensive MCP server for analyzing GitHub pull requests, detecting security…
38160
getonbrd
Get on Board Claim
Recruiter-scoped search across Latin America's largest tech talent pool. OAuth-…
38161
universal-mcp
Enables interacting with Hubspot tools and services through a unified API and t…
38162
seecretly
beeeeper Claim
N/A N/A 95
38163
yiGmMk
An MCP server for learning purposes that integrates jina.ai tools for web searc…
38164
kennyzheng-builds
Enables AI agents to semantically search, ask questions about, and analyze vide…
38165
shifusen329
live2d-mcp Claim
A simple MCP server that implements a note storage system allowing users to add…
N/A N/A 95
38166
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
38167
vakharwalad23
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
38168
Spider-Chat
Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…
N/A N/A
38169
Devparihar5
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
N/A N/A
38170
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
N/A N/A
38171
nso-india
Provides AI-ready access to Indian government statistics through MCP, enabling …
N/A N/A
38172
NovadaLabs
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …
N/A N/A 83
38173
ecidk
Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, val…
38174
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
81
38175
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
38176
Mallikarjun-Roddannavar
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
N/A N/A
38177
googlemaps-samples
Provides custom tools to the Gemini model for spatially grounding responses usi…
38178
musictechlab
Enables managing Trello boards, lists, cards, labels, and members through natur…
38179
HimanshuSharmaKUL
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
N/A N/A
38180
w1ckedxt
Provides brutally honest code reviews, explanations, and refactoring suggestion…
38181
Able-rip
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
N/A N/A
38182
bermingham85
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
N/A N/A
38183
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
81
38184
arjunprabhulal
Enables searching YouTube videos via SerpAPI, returning video details such as t…
38185
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
38186
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
38187
Snseam
Enables AI assistants to automate BOSS直聘 recruitment tasks including candidate …
N/A N/A
38188
renfei-design
Enables AI assistants to control Figma in real-time through Model Context Proto…
N/A N/A
38189
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
N/A N/A 95
38190 N/A N/A 95
38191
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
38192 N/A N/A 95
38193
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
38194
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
38195
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
38196
quinnbmay
apple-mcp Claim
N/A N/A 95
38197
shuji-bonji
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
38198
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
38199
monet88
mcp_flutter Claim
N/A N/A 95
38200
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
Showing 38151–38200 of 43459 servers
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