MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24009
Scored
1218
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33301
jinpyo.yi
ask_her Claim
N/A N/A 95
33302
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
33303
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
N/A N/A
33304
mcp Claim 1
Interact with your Google Bigtable resources using natural language commands.
67
33305
This MCP server is designed for **local deployment** with your own FIWARE infr…
N/A N/A
33306
russelenriquez-agile
Enables discovery, querying, and exporting of Tableau Cloud dashboards and data…
81
33307
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A
33308
buchpilot Claim
DACH accounting for AI: connect sevDesk & Lexoffice to create invoices, contact…
N/A N/A
33309
jaymiller-cmg
Hawaii mortgage & VA loan expertise for Honolulu. 2026 loan limits, condo rules…
33310
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
33311
mcpgrowcrm1 Claim
N/A N/A
33312
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A
33313
Usaspending Claim
USAspending MCP — Federal spending data from USAspending.gov API
33314
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
33315 N/A N/A
33316 N/A N/A
33317
Lobsters Claim
Lobsters MCP — stories and discussions from lobste.rs
33318
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
81
33319
amroodio
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
N/A N/A 83
33320
Analyse SEO, PPC, E-Commerce from 30+ marketing sources. Connect to your marke…
N/A N/A
33321
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
N/A N/A 81
33322
Dockerhub Claim
Docker Hub MCP — wraps the Docker Hub v2 API (free, no auth required for public…
33323
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
33324
mcp Claim 1
Interact with your Google Cloud Composer resources using natural language comma…
67
33325
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
81
33326
Clipwise Claim
MCP server for Clipwise - AI tools for TikTok, Reels, and Shorts video creators.
N/A N/A
33327
scope-guard Claim
Hard scope boundaries to prevent AI agent drift
N/A N/A
33328
canvas-mcp Claim
N/A N/A
33329
socialnetwork0
Enables AI assistants to search YouTube videos with rich metadata including tit…
81
33330
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A
33331
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
67
33332
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
N/A N/A 81
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