MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60051 |
Copilot SQL MCP POC
Claim
Enables answering business questions over local SQL Server WideWorldImporters d…
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| 60052 |
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
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| 60053 |
local-events-mcp
Claim
A small MCP server that scrapes and returns semantic event data from configured…
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| 60054 |
Gitlab Utils
Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
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| 60055 |
@kaminari-ad/mcp
Claim
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
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| 60056 |
Cortex
Claim
A dynamic, governed memory layer for Markdown notes that serves knowledge to AI…
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| 60057 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
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| 60058 |
Mind Cloud
Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
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| 60059 |
filesystem-slim
Claim
A token-optimized filesystem MCP server that groups 14 tools into 6 semantic op…
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| 60060 |
arcgis-longview
Claim
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
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| 60061 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
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| 60062 |
Mackerel MCP Server
Claim
Enables interaction with the Mackerel monitoring platform, providing tools to m…
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| 60063 |
bank.mcp
Claim
MCP server that turns bank transactions into a financial digest including cash-…
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| 60064 |
Co Reading Kit
Claim
A low-token human-AI co-reading MCP tool that imports local EPUB/TXT/Markdown b…
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| 60065 |
sanitycheck-mcp
Claim
Enables AI agents to check the health of internet infrastructure and specific s…
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| 60066 |
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
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| 60067 |
KAZM 106.5 FM/780 AM: now playing, weather, fire alerts, road conditions & conc…
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| 60068 |
mcp-deadmansnitch
Claim
An MCP server for Dead Man's Snitch that enables AI assistants to manage monito…
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| 60069 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
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| 60070 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 60071 |
@just-jelly/mcp-server
Claim
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
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| 60072 |
Google Drive MCP Server
Claim
MCP server for interacting with Google Drive using a service account, restricte…
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| 60073 |
gareev-app-mcp
Claim
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
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| 60074 |
holmesgpt-runbook-mcp
Claim
MCP server for HolmesGPT that provides runbook search, gap detection, AI-assist…
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| 60075 |
mcp-server-quest
Claim
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
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| 60076 |
jupyter-book-writer
Claim
Automates Jupyter Book notebook creation by fixing common rendering issues (bol…
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| 60077 |
leafwright
Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
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| 60078 |
ios_migration_mcp
Claim
MCP服务器用于扫描iOS项目,生成改造计划和Cursor规则,帮助开发者逐步优化代码迁移。
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| 60079 |
@hasna/domains
Claim
MCP server for domain portfolio management, registrar operations, marketplace, …
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| 60080 |
Yanyue MCP
Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
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| 60081 |
A Model Context Protocol (MCP) server that provides tools to interact with the …
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| 60082 |
IMAP MCP Pro
Claim
Production IMAP & SMTP for Claude: multi-account email search, triage, send, an…
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| 60083 |
UltraMemory
Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
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| 60084 |
mempalace memory
Claim
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
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| 60085 |
selectel-mcp
Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
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| 60086 |
mcp
Claim
Personalised developer security learning pathways from SecDim's challenges and …
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| 60087 |
SkillsGuard
Claim
Static security scanner for AI agent skill packages that detects malicious SKIL…
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| 60088 |
Huly MCP Server
Claim
MCP server providing full coverage of the Huly SDK — issues, projects, workspac…
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| 60089 |
copper-mountain-vna-mcp
Claim
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
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| 60090 |
locus
Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
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| 60091 |
nara-bid-mcp
Claim
Enables searching Korean procurement notices from the public data portal, with …
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| 60092 |
AI strategy, workflow automation, and process-improvement assessment for small …
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| 60093 |
Font MCP
Claim
An expert design advisor MCP server that researches live discussions, scans pro…
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| 60094 |
mcp-apps-office-kit
Claim
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
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| 60095 |
spec-driver-mcp
Claim
Enables AI coding tools to follow a structured spec-driven development workflow…
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| 60096 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
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| 60097 |
hyperliquid-info-mcp
Claim
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
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| 60098 |
mcp-robinhood
Claim
Enables AI agents to interact with Robinhood brokerage accounts via browser aut…
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| 60099 |
couchdrop-mcp
Claim
MCP server for Couchdrop that enables file listing, metadata inspection, downlo…
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| 60100 |
skope
Claim
A personal news lens MCP server that uses Claude's web search to find articles …
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