MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50201
ffeldhaus
Manages Angular internationalization (i18n) by extracting, listing, and updatin…
N/A N/A
50202
cclawton
music21-mcp Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
N/A N/A
50203
iamaether
A local, read-only MCP server that connects your HackerOne researcher account t…
N/A N/A
50204
cq27-dev
rag-rat Claim
Local repo-intelligence MCP for coding agents: indexes source, symbols, call gr…
N/A N/A
50205
florinel-chis
Enables searching and retrieving Magento 2 REST API documentation offline via l…
N/A N/A
50206
grooving6
discord-mcp Claim
Enables AI clients to manage Discord servers, including channels, messages, rol…
50207
F4CTE
Enables AI assistants to interact with the Polyforge prediction market platform…
50208
davidmosiah
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…
50209
OctopusGarage
Alcove Claim
A local-first personal information manager for knowledge, pins, tasks, and moun…
N/A N/A
50210
IBM
chuk-mcp-her Claim
An MCP server for querying Historic Environment Records across England and Scot…
N/A N/A
50211
dgtalquantumleap-ai
Proximity-based card fraud detection with AI risk scoring.
N/A N/A 75
50212
MarcellM01
TinySearch Claim
Shrink the web for your local LLMs! Provides web research capabilities to low r…
50213
sani-savaliya
agentify Claim
Turn any OpenAPI / Swagger spec into an agent-ready MCP server.
50214
muhammadadilsyaputra08-alt
Enables creating and editing pixel art through an MCP interface, with a live br…
50215
dsouzaAnush
A focused remote MCP server that enables LLMs to search and execute Slack Web A…
N/A N/A
50216
garystafford
Enables AI agents to search for stock photography based on current location and…
50217
miyu4u
zido-mcp Claim
Unified MCP server for place search and geocoding across Kakao, Naver, and Goog…
N/A N/A
50218
DesignbyFahad
A privacy-first MCP server with 176+ local utilities including calculators, con…
N/A N/A
50219
Browncabinet
Hire autonomous PR outreach agents from any MCP-compatible LLM. All-in-one AI o…
N/A N/A
50220
1shizaan
debugai-mcp Claim
MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.
N/A N/A
50221
chargerdojo
ChargerDojo Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
50222
oscarzamora
onpe-mcp Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
50223
shabib87
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
N/A N/A
50224
eduresser
Enables code execution in isolated Docker containers with persistent IPython, N…
N/A N/A
50225
Hanzhi0807
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
N/A N/A
50226
ilia-sokolov
MCP server that lets agents edit real Microsoft Word (.docx) documents - tracke…
50227
juandisay
Enables local semantic code search across repositories using natural language, …
N/A N/A
50228
brianveltman
A Model Context Protocol (MCP) server for Sonatype Nexus Repository Manager tha…
50229
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
81
50230
ssasuoirafen
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
50231
khaleelclark
ResumeMCP Claim
Enables AI assistants to fetch a master resume, tailor it to a job description,…
50232
krtw00
A lightweight and fast MCP server that enables AI agents to efficiently discove…
81
50233
derekalia
Enables discovery, search, generation, and management of AI models via fal.ai, …
50234
cyber-kani
indexnow-mcp Claim
An MCP server for the IndexNow protocol that lets AI agents instantly submit UR…
50235
PurpleLiu
siyuan-mcp Claim
MCP server for SiYuan Note, enabling AI tools to search, read, create, and orga…
50236
david-spies
Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading …
50237
elicitly
Elicitly Claim
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus…
N/A N/A
50238
infamousendeavors
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
50239
junter1989k-ai
Lithuania payments for AI agents — cards / Apple Pay via Stripe. Never holds fu…
50240
praveenkumar
crc-doc-mcp Claim
An MCP server that provides intelligent access to CRC/OpenShift Local documenta…
50241
Tehnolabs
An MCP server for AI-powered image generation, editing, analysis, and transform…
50242
pipeworx-io
Enables AI agents to search and query the Michigan Open Data catalog, running S…
50243
zhengjs1225
MCP server that enables AI agents to interact with Feishu (Lark) for calendar e…
50244 N/A N/A 95
50245
yourpropertyexpert
Provides breaking changes analysis for libraries across multiple languages, ena…
50246
jorkal-crypto
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
50247
docs Claim 1
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
N/A N/A 81
50248
CSOAI-ORG
fitness-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50249
kennethkoontz
artifyde-mcp Claim
A home for your agent's HTML artifacts - publish, pull, share and review them o…
N/A N/A
50250
DavidMelamed
A read-only MCP server that provides access to Colorado crash records, attorney…
Showing 50201–50250 of 67226 servers