MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45451 |
Access Smartschool courses, grades, assignments, and messages through the Model…
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| 45452 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
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| 45453 |
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
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| 45454 |
prexist
Claim
Search across 9 platforms to find existing products similar to your idea.
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| 45455 |
AI-Kline MCP Server
Claim
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
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| 45456 |
Ganty MCP
Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
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| 45457 |
aihot-mcp
Claim
AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态
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| 45458 |
agentmemorymcp-mcp
Claim
A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usa…
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| 45459 |
mcp-gera-lens
Claim
GeraLens MCP (placeholder) — ambient camera-activated service discovery. Launch…
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| 45460 |
Enable seamless integration with decentralized data marketplaces by providing a…
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| 45461 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 45462 |
Wireshark MCP Server
Claim
Enterprise network analysis platform that enables AI-powered packet analysis, t…
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| 45463 |
User agent string parser API for AI agents. Parse any user agent into structure…
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| 45464 |
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
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| 45465 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 45466 |
memory-nexus-cloud
Claim
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
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| 45467 |
GhidraMCP
Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
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| 45468 |
Spreedly MCP Server
Claim
Enables AI assistants to manage payments via Spreedly API, including gateways, …
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| 45469 |
rail-score
Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
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| 45470 |
codegworkspace-mcp
Claim
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
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| 45471 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
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| 45472 |
ProofFlow
Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
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| 45473 |
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
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| 45474 |
Enables users to manage expenses with category support, including adding expens…
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| 45475 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
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| 45476 |
mcp-gateway
Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
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| 45477 |
coralquery-mcp
Claim
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
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| 45478 |
jt-mcp-server
Claim
MCP server that equips AI agents with dev workflow tools including GitHub proje…
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| 45479 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
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| 45480 |
MCP Inflow Ingredients
Claim
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
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| 45481 |
django-telescope
Claim
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
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| 45482 |
Vanna AI MCP Server
Claim
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
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| 45483 |
Wix Bookings MCP Server
Claim
Enables managing Wix Bookings courses and searching participants through the Wi…
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| 45484 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
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| 45485 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 45486 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
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| 45487 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 45488 |
test11
Claim
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| 45489 |
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
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| 45490 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 45491 |
gitlab-mcp-server
Claim
A TypeScript-based MCP server that enables code search, file reading, and proje…
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| 45492 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 45493 |
geolocation-ai-mcp
Claim
geolocation-ai-mcp MCP server by MEOK AI Labs
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| 45494 |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
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| 45495 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 45496 |
XMTP MCP Server
Claim
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
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| 45497 |
sh3ll
Claim
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| 45498 |
rekindle
Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
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| 45499 |
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
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| 45500 |
MCP Hub
Claim
An Express server implementation of Model Context Protocol that allows websites…
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