MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54701
jeisenberg
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
— ○ ⏳ — N/A N/A — — —
54702
wlzerd
MCP server for hubNote, enabling AI assistants to manage workspaces, pages, and…
— ○ ⏳ — — — — — —
54703
haxsysgit
Haxaml Claim
Enforces a structured planning-before-building workflow for AI coding agents vi…
— ○ ⏳ — N/A N/A — — —
54704 — ○ ⏳ — N/A N/A — 95 —
54705
Miragon
A minimal MCP server for task management with a widget-based UI, built using th…
— ○ ⏳ — N/A N/A — — —
54706 — ○ ⏳ — N/A N/A — 95 —
54707
codehead-pl
A static-analysis knowledge base for TypeScript/NestJS codebases, served to AI …
— ○ ⏳ — N/A N/A — — —
54708
qualigenai
An advanced MCP server that enables Claude Desktop to act as an autonomous Orac…
— ○ ⏳ — N/A N/A — — —
54709
TecniForge
AndroidAPI.net MCP Connector lets Claude send SMS, WhatsApp messages, and OTPs …
— ○ ⏳ — — — — — —
54710
CariotInc
Enables querying Cariot APIs for fleet management data, including alcohol check…
— ○ ⏳ — — — — — —
54711
danijeun
A Model Context Protocol server for Fanar API tools: Islamic RAG, image generat…
— ○ ⏳ — — — — — —
54712
dugonzal
An MCP server for patent research and enterprise architecture pattern extractio…
— ○ ⏳ — N/A N/A — — —
54713
nevent-dev
Nevent MCP Claim
Enables natural language interaction with Nevent's live-event marketing platfor…
— ○ ⏳ — — — — — —
54714
coldielb
inked Claim
inked
— ○ ⏳ — — — — 81 —
54715
techformist
Seta MCP Claim
Enables Salesforce developers to create code and configuration using local docu…
— ○ ⏳ — — — — — —
54716
theo-nash
Enables AI models to interact with Twitter, including posting tweets, searching…
— ○ ⏳ — — — — — —
54717
91fapiao-cn
Provides 101 browser automation operations via Playwright, including navigation…
— ○ ⏳ — N/A N/A — — —
54718
tjboudreaux
Generates SVGs from text prompts and converts raster images to SVG using the Qu…
— ○ ⏳ — — — — — —
54719
ankurkumar3012
HAR-MCP Claim
Captures website HAR data via headless Chromium and provides 20 tools for perfo…
— ○ ⏳ — N/A N/A — — —
54720
noir-lang
MCP server for Noir development that clones and searches Noir documentation, st…
— ○ ⏳ — N/A N/A — — —
54721
ohah
Enables automation and monitoring of React Native apps by providing tools to ta…
— ○ ⏳ — N/A N/A — — —
54722
HZZY2019
cook-mcp Claim
MCP server that provides cooking recipe lookup, classification, and weekly meal…
— ○ ⏳ — — — — — —
54723
bbdaniels
obsidian-mcp Claim
Enables Claude Code read/write access to an Obsidian vault, including creating,…
— ○ ⏳ — N/A N/A — — —
54724
longyuan1996
Provides access to Amap (高德地图) web services including geocoding, POI search, an…
— ○ ⏳ — N/A N/A — — —
54725
ahmed-coding
Production-grade, autonomous Model Context Protocol (MCP) server that elevates …
— ○ ⏳ — N/A N/A — — —
54726
smhunt
SkyCut Claim
Local-first MCP server that turns raw drone footage into a polished marketing c…
— ○ ⏳ — N/A N/A — — —
54727
codebycinar
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
— ○ ⏳ — — — — — —
54728
aisprint
A self-hosted MCP server that enables AI agents to directly interact with your …
— ○ ⏳ — — — — — —
54729
atri-jar
aurum-mcp Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
— ○ ⏳ — — — — — —
54730
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
— ○ — N/A N/A — 81 —
54731
buildezai
Enables AI assistants to build complete, live websites from natural language de…
— ○ ⏳ — N/A N/A — — —
54732
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
— ○ ⏳ — N/A N/A — — —
54733
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
— ○ ⏳ — N/A N/A — 83 —
54734
eonik-ai
eonik Claim
Every size of a brand's ad, on-brand, checked and delivered, made in the eonik …
— ○ ⏳ — N/A N/A — — —
54735
bryankemp
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
— ○ ⏳ — — — — — —
54736
guillermolg00
A read-only MongoDB MCP server designed for serverless deployment on Vercel, pr…
— ○ ⏳ — N/A N/A — — —
54737
m-musaz
Enables reviewing GitHub pull requests via ChatGPT, including listing PRs, view…
— ○ ⏳ — — — — — —
54738
shermozle
lms-mcp Claim
MCP server that provides LLM tools to interact with Lyrion Music Server (LMS), …
— ○ ⏳ — — — — — —
54739
Semsemq
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
— ○ ⏳ — — — — — —
54740
pdp889
Enables searching FDA food recalls and adverse event reports through natural la…
— ○ ⏳ — N/A N/A — — —
54741
Ataraxy-Labs
sem Claim
Entity-level code intelligence: semantic diff, impact analysis, blame, and cont…
— ○ ⏳ — N/A N/A — — —
54742
Addono
gh-attach Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
— ○ ⏳ — — — — 81 —
54743
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
— ○ ⏳ — — — — 81 —
54744
GhostlyGawd
codeweb Claim
Your agents break less code and burn fewer tokens — a deterministic call graph …
— ○ ⏳ — N/A N/A — — —
54745
TegroTON
Read-only MCP server for Tegro Finance DEX on TON blockchain, enabling AI assis…
— ○ ⏳ — — — — — —
54746
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
— ○ ⏳ — — — — 81 —
54747
finvariant-mcp Claim 1
Financial-statement integrity checks (footing, tie-out) for AI agents.
— ○ — N/A N/A — 81 —
54748
RichardTheuws
Provides secure and controlled access to terminal commands and npm operations v…
— ○ ⏳ — N/A N/A — — —
54749
m77can
Provides a recognize_image tool that enables image recognition using DeepSeek's…
— ○ ⏳ — — — — — —
54750
matt07anderson
oeo Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 54701–54750 of 69153 servers