MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 7 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37451 |
Mistral MCP Server
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Enables AI assistants to interact with the full Mistral AI API, including chat …
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| 37452 |
nutstore-mcp
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MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
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| 37453 |
hotels-skill
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Enables real-time hotel search and pricing data from Booking.com for AI agents …
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| 37454 |
mdbp-server
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Enables AI systems to securely query databases using structured intents (MDBP) …
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| 37455 |
Grounding Enforcer
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A standalone MCP server that validates model output against retrieved sources. …
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| 37456 |
aidc-mcp-server
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AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D…
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| 37457 |
memocean-mcp
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Local-first AI Memory MCP server for AI agents to search and manage knowledge s…
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| 37458 |
Analyzes GitLab group projects to extract purpose, I/O, dependencies, and datab…
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| 37459 |
oc_0815
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| 37460 |
ibo
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Commission cinematic AI campaign films and image sets from IBO Studio.
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| 37461 |
docjet-mcp
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Render branded PDF documents (invoices, reports, certificates) and PNG social i…
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| 37462 |
kingbase-mcp-server
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MCP server for KingBase (PostgreSQL-compatible) databases, enabling AI assistan…
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| 37463 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 37464 |
Domain Lab
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Track domain expiry, DNS, SSL and email security across registrars, and explain…
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| 37465 |
Lockstep Core
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An MCP server that gives AI coding assistants persistent memory across sessions…
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| 37466 |
Google Sheets MCP Server
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Enables comprehensive interaction with Google Sheets and Google Drive through O…
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| 37467 |
Agent Kanban
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An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
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| 37468 |
adobe-mcp
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Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from …
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| 37469 |
Genius
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Genius MCP — songs, artists, annotations metadata
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| 37470 |
Currency conversion + exchange rates: free convert/rates, paid historical & tre…
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| 37471 |
meok-ai-reflection-mcp
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MEOK AI Labs - ai-reflection MCP server extracted from SOV3
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| 37472 |
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
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| 37473 |
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
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| 37474 |
Witnessed
Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
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| 37475 |
WHOOP MCP Server
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Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 37476 |
Yazio MCP
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Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 37477 |
MCP SPARQL Server
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Enables AI assistants to query semantic data via SPARQL endpoints, with support…
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| 37478 |
Yahoo Mail MCP Server
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Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 37479 |
figmind
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MCP server that connects AI clients to Figma, enabling real-time reading, creat…
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| 37480 |
Enables sending emails, drafting emails, and appending text to Google Docs via …
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| 37481 |
stock-mcp-server
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Provides real-time stock price information and profitability analysis, includin…
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| 37482 |
Signvoy
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Send documents for e-signature, track signing status, and download signed PDFs.…
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| 37483 |
twake-mcp
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Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
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| 37484 |
fdmnes-mcp
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Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
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| 37485 |
security-intel-mcp
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CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
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| 37486 |
LPSignal
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Uniswap/PancakeSwap/Aerodrome LP pools and price ranges ranked by net APR after…
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| 37487 |
epik-gh
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A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 37488 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 37489 |
Affiliate Networks MCP
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Affiliate network reporting in your AI client. Bring your own keys. Most adapte…
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| 37490 |
l324
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| 37491 |
ace-context-mcp
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Local-first memory for AI chats: save context in one chat, load it in any other…
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| 37492 |
tmdb-mcp
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An MCP server for managing TMDB lists (movies/TV) from any MCP client, with OAu…
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| 37493 |
turbopentest
Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
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| 37494 |
Resume Forge MCP
Claim
An MCP server for intelligent LaTeX resume generation with multiple templates, …
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| 37495 |
Enables face detection and recognition in Agentic AI workflows using Azure Face…
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| 37496 |
ibge-microdata-mcp
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Local-first MCP server for discovering, downloading, and analyzing official IBG…
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| 37497 |
canada-aida-ai-mcp
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Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
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| 37498 |
agent-delegation-mcp
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Agent Delegation MCP Server by MEOK AI Labs
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| 37499 |
youtube-marketing-skills
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MCP server that connects AI agents to real YouTube channel analytics and SEO ma…
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| 37500 |
Argo CD MCP Server
Claim
Enables AI assistants to interact with Argo CD applications, managing clusters,…
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