MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33351 |
A FastAPI server that enables interaction with YouTube's data through search, v…
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| 33352 |
Steam-MCP
Claim
MCP server for Valve's Steam that enables querying game libraries, player profi…
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| 33353 |
AI-SyncForge
Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
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| 33354 |
kie-mcp
Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
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| 33355 |
clawborrator-mcp
Claim
Connects Claude Code instances to a clawborrator hub via WebSocket, enabling cr…
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| 33356 |
NASA Space Explorer MCP
Claim
Provides real-time NASA data (APOD, asteroids, Mars rover photos, natural event…
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| 33357 |
Web Search MCP Server
Claim
Enables AI agents to perform web searches, extract webpage content, and conduct…
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| 33358 |
Google MCP Server
Claim
Integrates with Google Docs and Gmail to append content to documents and create…
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| 33359 |
multi-gmail-mcp-server
Claim
Enables searching and summarizing emails across multiple Gmail accounts simulta…
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| 33360 |
Code Box
Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
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| 33361 |
Market Inspector
Claim
Multi-asset market intelligence MCP server that monitors cryptocurrency movemen…
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| 33362 |
mcpv3e
Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
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| 33363 |
mcp-security-compliance
Claim
Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53…
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| 33364 |
Enables YouTube data crawling and AI-powered summarization of videos, including…
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| 33365 |
Okta MCP Server
Claim
Enables natural language management of Okta organizations, allowing users to pe…
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| 33366 |
OpenDART MCP Server
Claim
Provides AI assistants with real-time access to Korean listed companies' disclo…
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| 33367 |
SuperClaude MCP Server
Claim
Brings all SuperClaude features to Gemini CLI, enabling advanced coding assista…
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| 33368 |
Tessera MCP Server
Claim
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
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| 33369 |
MARRVEL-MCP
Claim
An MCP server for MARRVEL that enables AI agents to access genetics databases a…
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| 33370 |
linear-mcp
Claim
Enables AI agents to manage Linear issues, projects, teams, and more via the Mo…
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| 33371 |
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
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| 33372 |
tellfigma
Claim
An open-source MCP server that gives AI assistants full read-write access to Fi…
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| 33373 |
mcp-server-blog
Claim
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
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| 33374 |
WhatsApp MCP
Claim
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
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| 33375 |
berlin-search-service
Claim
Search Berlin administrative services by name or topic. Get detailed requiremen…
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| 33376 |
Cocos MCP
Claim
Bridge for Cocos Creator 3.8.x enabling code agents to control the editor via 4…
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| 33377 |
mcp
Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
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| 33378 |
Constructoo MCP Server
Claim
Mock MCP server for validating Constructoo Copilot data access, exposing read-o…
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| 33379 |
local-fetch
Claim
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| 33380 |
Movilidad Con Prompts
Claim
Provides real-time and scheduled bus information for Montevideo's public transp…
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| 33381 |
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
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| 33382 |
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
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| 33383 |
engineering-standards
Claim
Enforces team engineering standards across Git, code review, Rails, frontend, d…
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| 33384 |
instagram-mcp
Claim
MCP server for organic Instagram analytics via the Meta Graph API, providing re…
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| 33385 |
mcp-google-oauth
Claim
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
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| 33386 |
agentguard
Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
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| 33387 |
S3 Uploader MCP Server
Claim
Enables file uploads to AWS S3 buckets with automatic MIME type detection.
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| 33388 |
krwl3r
Claim
MCP server for web scraping and browser automation, enabling AI agents to extra…
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| 33389 |
linkedin-analyzer
Claim
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
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| 33390 |
microsoft-todo-safe-mcp
Claim
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
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| 33391 |
newsroom-mcp
Claim
Type-safe MCP server for investigative journalism that enforces evidentiary sta…
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| 33392 |
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
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| 33393 |
NotiCode
Claim
Runs as an MCP server providing file system operations, shell execution, and sy…
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| 33394 |
An MCP server that combines sequential thinking with persistent memory through …
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| 33395 |
jira-worklog-mcp
Claim
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
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| 33396 |
Telegram MCP Complete
Claim
Enables AI-powered multi-account Telegram management with over 123 tools for me…
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| 33397 |
hortusfox-mcp
Claim
MCP server for HortusFox self-hosted plant management system, exposing 38 tools…
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| 33398 |
kanka-mcp
Claim
Enables AI assistants to manage Kanka worldbuilding campaigns, characters, loca…
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| 33399 |
UpToCode
Claim
Evidence-backed architecture-quality analysis for Python agent applications.
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| 33400 |
satsignal-mcp
Claim
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
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