MCP Server Quality Scores
Independent quality analysis of 68784 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68451 |
Co Reading Kit
Claim
A low-token human-AI co-reading MCP tool that imports local EPUB/TXT/Markdown b…
|
— | ||||||||
| 68452 |
holdify-mcp
Claim
Enables AI assistants to manage API keys, check usage, and debug authentication…
|
— | ||||||||
| 68453 |
Lore
Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
|
— | ||||||||
| 68454 |
filesystem-slim
Claim
A token-optimized filesystem MCP server that groups 14 tools into 6 semantic op…
|
— | ||||||||
| 68455 |
arcgis-longview
Claim
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
|
— | ||||||||
| 68456 |
Mackerel MCP Server
Claim
Enables interaction with the Mackerel monitoring platform, providing tools to m…
|
— | ||||||||
| 68457 |
bank.mcp
Claim
MCP server that turns bank transactions into a financial digest including cash-…
|
— | ||||||||
| 68458 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
|
— | ||||||||
| 68459 |
gareev-app-mcp
Claim
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
|
— | ||||||||
| 68460 |
jupyter-book-writer
Claim
Automates Jupyter Book notebook creation by fixing common rendering issues (bol…
|
— | ||||||||
| 68461 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
|
— | ||||||||
| 68462 |
mcp-server-quest
Claim
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
|
— | ||||||||
| 68463 |
StockLens
Claim
Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…
|
— | ||||||||
| 68464 |
mcp-deadmansnitch
Claim
An MCP server for Dead Man's Snitch that enables AI assistants to manage monito…
|
— | ||||||||
| 68465 |
@just-jelly/mcp-server
Claim
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
|
— | ||||||||
| 68466 |
holmesgpt-runbook-mcp
Claim
MCP server for HolmesGPT that provides runbook search, gap detection, AI-assist…
|
— | ||||||||
| 68467 |
Google Drive MCP Server
Claim
MCP server for interacting with Google Drive using a service account, restricte…
|
— | ||||||||
| 68468 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
|
— | ||||||||
| 68469 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
|
— | ||||||||
| 68470 |
datagsm-mcp
Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
|
— | ||||||||
| 68471 |
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。
|
— | ||||||||
| 68472 |
@hasna/domains
Claim
MCP server for domain portfolio management, registrar operations, marketplace, …
|
— | ||||||||
| 68473 |
rustchain-mcp
Claim
MCP server for the RustChain blockchain and BoTTube video platform, enabling AI…
|
— | ||||||||
| 68474 |
A Model Context Protocol (MCP) server that provides tools to interact with the …
|
— | ||||||||
| 68475 |
Master Metrics
Claim
Master Metrics MCP v1.0.0
Master Metrics MCP brings your marketing data direct…
|
— | ||||||||
| 68476 |
selectel-mcp
Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
|
— | ||||||||
| 68477 |
Exposes Cisco Catalyst SD-WAN Manager (vManage) REST API as MCP tools, enabling…
|
— | ||||||||
| 68478 |
ToolBooth
Claim
Toolbooth eliminates API key friction for AI agents. Instead of managing
doze…
|
— | ||||||||
| 68479 |
Huly MCP Server
Claim
MCP server providing full coverage of the Huly SDK — issues, projects, workspac…
|
— | ||||||||
| 68480 |
copper-mountain-vna-mcp
Claim
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
|
— | ||||||||
| 68481 |
Enables AI assistants to audit websites for AI-readiness, generate AI-optimized…
|
— | ||||||||
| 68482 |
NanoSearchMCP
Claim
Provides web search, page fetching, and A-stock data access (financial reports,…
|
— | ||||||||
| 68483 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab repositories, monitor documentation c…
|
— | ||||||||
| 68484 |
weather-mcp-server
Claim
|
— | ||||||||
| 68485 |
protectwith-kb
Claim
AI-security knowledge as MCP: standards-mapped tools (OWASP, NIST, MITRE) for A…
|
— | ||||||||
| 68486 |
hello-world-mcp
Claim
A simple Model Context Protocol server that provides a hello world greeting too…
|
— | ||||||||
| 68487 |
mcp-data-paris
Claim
Access Paris Open Data (opendata.paris.fr) to search, explore, and query datase…
|
— | ||||||||
| 68488 |
Decodo MCP Server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
|
— | ||||||||
| 68489 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
— | ||||||||
| 68490 |
mcp-flowise
Claim
Exposes local Flowise chatflows as MCP tools, enabling listing and running chat…
|
— | ||||||||
| 68491 |
zido-mcp
Claim
Unified MCP server for place search and geocoding across Kakao, Naver, and Goog…
|
— | ||||||||
| 68492 |
Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized…
|
— | ||||||||
| 68493 |
A Model Context Protocol server that enables Claude to help developers implemen…
|
— | ||||||||
| 68494 |
ChangeThisFile
Claim
1,000+ conversion routes plus translate, extract tables, compress. 25 free/mont…
|
— | ||||||||
| 68495 |
IndoCourtAtlas
Claim
Search and read Indonesian court cases. Filter by court, year, and case type.
|
— | ||||||||
| 68496 |
Your AI discovers and installs MCP servers across Official Registry, Glama, and…
|
— | ||||||||
| 68497 |
Tableau MCP Server
Claim
Enables discovery, querying, and exporting of Tableau Cloud dashboards and data…
|
— | ||||||||
| 68498 |
soundcloud-mcp-server
Claim
An MCP server that gives Claude access to your SoundCloud library, allowing you…
|
— | ||||||||
| 68499 |
console-bridge
Claim
Captures and queries browser console logs from all tabs, enabling AI assistants…
|
— | ||||||||
| 68500 |
jaringan-mcp
Claim
MCP server for the Jaringan protocol that allows AI agents to fetch, inspect, s…
|
— | ||||||||