MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33351
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
N/A N/A 95
33352
sandraschi
Steam-MCP Claim
MCP server for Valve's Steam that enables querying game libraries, player profi…
33353
chen-muxi
AI-SyncForge Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
33354
elibarnett
kie-mcp Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
N/A N/A
33355
clawborrator
Connects Claude Code instances to a clawborrator hub via WebSocket, enabling cr…
N/A N/A
33356
m0siq
Provides real-time NASA data (APOD, asteroids, Mars rover photos, natural event…
33357
lalit9168
Enables AI agents to perform web searches, extract webpage content, and conduct…
33358
kapilnankani90
Integrates with Google Docs and Gmail to append content to documents and create…
33359
umesh9883
Enables searching and summarizing emails across multiple Gmail accounts simulta…
N/A N/A
33360
MadhanMohanReddy2301
Code Box Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
33361
dcosodev
Multi-asset market intelligence MCP server that monitors cryptocurrency movemen…
33362
IamFreak10
mcpv3e Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
33363
an0malous
Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53…
N/A N/A
33364
glennlzl
Enables YouTube data crawling and AI-powered summarization of videos, including…
N/A N/A
33365
CerberusTrainer
Enables natural language management of Okta organizations, allowing users to pe…
33366
Dayoooun
Provides AI assistants with real-time access to Korean listed companies' disclo…
N/A N/A
33367
tinywind
Brings all SuperClaude features to Gemini CLI, enabling advanced coding assista…
N/A N/A
33368
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
33369
hyunhwan-bcm
MARRVEL-MCP Claim
An MCP server for MARRVEL that enables AI agents to access genetics databases a…
33370
gerbal
linear-mcp Claim
Enables AI agents to manage Linear issues, projects, teams, and more via the Mo…
33371
forgemeshlabs
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
33372
mrpeterperez
tellfigma Claim
An open-source MCP server that gives AI assistants full read-write access to Fi…
N/A N/A
33373
portal-labs-infrastructure
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
N/A N/A
33374
adelaidasofia
WhatsApp MCP Claim
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
N/A N/A
33375
xiaobenyang-com
Search Berlin administrative services by name or topic. Get detailed requiremen…
N/A N/A 95
33376
wanghehacker
Cocos MCP Claim
Bridge for Cocos Creator 3.8.x enabling code agents to control the editor via 4…
N/A N/A
33377
ar-agents
mcp Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
N/A N/A
33378
fgambling
Mock MCP server for validating Constructoo Copilot data access, exposing read-o…
33379
xiaobenyang-com
local-fetch Claim
N/A N/A 95
33380
joaquinvalentin
Provides real-time and scheduled bus information for Montevideo's public transp…
33381
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
33382
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
33383
rajgurung
Enforces team engineering standards across Git, code review, Rails, frontend, d…
N/A N/A
33384
yeswanthreddyk
MCP server for organic Instagram analytics via the Meta Graph API, providing re…
N/A N/A
33385
hungvietdo
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
33386
dockfixlabs
agentguard Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
N/A N/A
33387
artemu78
Enables file uploads to AWS S3 buckets with automatic MIME type detection.
N/A N/A
33388
garciarsdiego
krwl3r Claim
MCP server for web scraping and browser automation, enabling AI agents to extra…
N/A N/A
33389
C3emm
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
N/A N/A
33390
Saenai
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
N/A N/A
33391
ehurrn
newsroom-mcp Claim
Type-safe MCP server for investigative journalism that enforces evidentiary sta…
N/A N/A
33392
mothanaprime
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
33393
Antropov31
NotiCode Claim
Runs as an MCP server providing file system operations, shell execution, and sy…
N/A N/A
33394
stephenpjones
An MCP server that combines sequential thinking with persistent memory through …
33395
luizeduul
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
N/A N/A
33396
you922
Enables AI-powered multi-account Telegram management with over 123 tools for me…
33397
tomfrenzel
MCP server for HortusFox self-hosted plant management system, exposing 38 tools…
33398
ymgeva
kanka-mcp Claim
Enables AI assistants to manage Kanka worldbuilding campaigns, characters, loca…
33399
DDYRich72
UpToCode Claim
Evidence-backed architecture-quality analysis for Python agent applications.
33400
Steleet
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
N/A N/A
Showing 33351–33400 of 66549 servers
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