MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50201 |
angular-i18n-mcp
Claim
Manages Angular internationalization (i18n) by extracting, listing, and updatin…
|
— | ||||||||
| 50202 |
music21-mcp
Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
|
— | ||||||||
| 50203 |
hackerone-mcp
Claim
A local, read-only MCP server that connects your HackerOne researcher account t…
|
— | ||||||||
| 50204 |
rag-rat
Claim
Local repo-intelligence MCP for coding agents: indexes source, symbols, call gr…
|
— | ||||||||
| 50205 |
magento-api-mcp
Claim
Enables searching and retrieving Magento 2 REST API documentation offline via l…
|
— | ||||||||
| 50206 |
discord-mcp
Claim
Enables AI clients to manage Discord servers, including channels, messages, rol…
|
— | ||||||||
| 50207 |
Polyforge MCP Server
Claim
Enables AI assistants to interact with the Polyforge prediction market platform…
|
— | ||||||||
| 50208 |
Short Video Agent Kit
Claim
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…
|
— | ||||||||
| 50209 |
Alcove
Claim
A local-first personal information manager for knowledge, pins, tasks, and moun…
|
— | ||||||||
| 50210 |
chuk-mcp-her
Claim
An MCP server for querying Historic Environment Records across England and Scot…
|
— | ||||||||
| 50211 |
vigil-fraud-alert
Claim
Proximity-based card fraud detection with AI risk scoring.
|
— | ||||||||
| 50212 |
TinySearch
Claim
Shrink the web for your local LLMs! Provides web research capabilities to low r…
|
— | ||||||||
| 50213 |
agentify
Claim
Turn any OpenAPI / Swagger spec into an agent-ready MCP server.
|
— | ||||||||
| 50214 |
Pixel Forge MCP
Claim
Enables creating and editing pixel art through an MCP interface, with a live br…
|
— | ||||||||
| 50215 |
slack-code-mcp
Claim
A focused remote MCP server that enables LLMs to search and execute Slack Web A…
|
— | ||||||||
| 50216 |
Enables AI agents to search for stock photography based on current location and…
|
— | ||||||||
| 50217 |
zido-mcp
Claim
Unified MCP server for place search and geocoding across Kakao, Naver, and Goog…
|
— | ||||||||
| 50218 |
alliotools-mcp
Claim
A privacy-first MCP server with 176+ local utilities including calculators, con…
|
— | ||||||||
| 50219 |
Your Echo Agent
Claim
Hire autonomous PR outreach agents from any MCP-compatible LLM. All-in-one AI o…
|
— | ||||||||
| 50220 |
debugai-mcp
Claim
MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.
|
— | ||||||||
| 50221 |
ChargerDojo
Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
|
— | ||||||||
| 50222 |
onpe-mcp
Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
|
— | ||||||||
| 50223 |
mcp-rag-server
Claim
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
|
— | ||||||||
| 50224 |
Sandbox Agent
Claim
Enables code execution in isolated Docker containers with persistent IPython, N…
|
— | ||||||||
| 50225 |
Document Buddy
Claim
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
|
— | ||||||||
| 50226 |
officeagent-net
Claim
MCP server that lets agents edit real Microsoft Word (.docx) documents - tracke…
|
— | ||||||||
| 50227 |
code-memory-rs
Claim
Enables local semantic code search across repositories using natural language, …
|
— | ||||||||
| 50228 |
Sonatype MCP Server
Claim
A Model Context Protocol (MCP) server for Sonatype Nexus Repository Manager tha…
|
— | ||||||||
| 50229 |
scraping-api-marketplace
Claim
# API Marketplace MCP Server
Real-time product data from Amazon, eBay, Walmart…
|
— | ||||||||
| 50230 |
airflow-mcp-server
Claim
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
|
— | ||||||||
| 50231 |
ResumeMCP
Claim
Enables AI assistants to fetch a master resume, tailor it to a job description,…
|
— | ||||||||
| 50232 |
Search MCP Server
Claim
A lightweight and fast MCP server that enables AI agents to efficiently discove…
|
— | ||||||||
| 50233 |
fal.ai MCP Server
Claim
Enables discovery, search, generation, and management of AI models via fal.ai, …
|
— | ||||||||
| 50234 |
indexnow-mcp
Claim
An MCP server for the IndexNow protocol that lets AI agents instantly submit UR…
|
— | ||||||||
| 50235 |
siyuan-mcp
Claim
MCP server for SiYuan Note, enabling AI tools to search, read, create, and orga…
|
— | ||||||||
| 50236 |
Bifrost-MCP Gateway
Claim
Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading …
|
— | ||||||||
| 50237 |
Elicitly
Claim
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus…
|
— | ||||||||
| 50238 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
|
— | ||||||||
| 50239 |
Lithuania payments for AI agents — cards / Apple Pay via Stripe. Never holds fu…
|
— | ||||||||
| 50240 |
crc-doc-mcp
Claim
An MCP server that provides intelligent access to CRC/OpenShift Local documenta…
|
— | ||||||||
| 50241 |
PixelForge MCP
Claim
An MCP server for AI-powered image generation, editing, analysis, and transform…
|
— | ||||||||
| 50242 |
data-michigan
Claim
Enables AI agents to search and query the Michigan Open Data catalog, running S…
|
— | ||||||||
| 50243 |
feishu-bridge
Claim
MCP server that enables AI agents to interact with Feishu (Lark) for calendar e…
|
— | ||||||||
| 50244 |
cmd-mcp-server
Claim
|
— | ||||||||
| 50245 |
Provides breaking changes analysis for libraries across multiple languages, ena…
|
— | ||||||||
| 50246 |
jorkal-nft-mcp
Claim
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
|
— | ||||||||
| 50247 |
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
|
— | ||||||||
| 50248 |
fitness-ai-mcp
Claim
fitness-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 50249 |
artifyde-mcp
Claim
A home for your agent's HTML artifacts - publish, pull, share and review them o…
|
— | ||||||||
| 50250 |
CrashStory MCP
Claim
A read-only MCP server that provides access to Colorado crash records, attorney…
|
— | ||||||||