MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18051
raye-deng
open-code-review Claim 1
AI code quality gate detecting hallucinated packages, phantom dependencies, sta…
F 30 44 64 10 58 76
18052
ruilisi
lingti-bot Claim 1
🐕⚡「极简至上 效率为王 秒级接入 一链即用」的 AI Bot
F 30 55 80 28 0 58 76
18053
databr
DataBR Claim 1
Access comprehensive Brazilian public data across economic, judicial, environme…
F 30 55 38 10 0 18 81
18054
ag2-mcp-servers
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services,…
F 30 44 60 45 21 78
18055
hakeemrabiuDFW
Integrates Tanda Workforce API with AI assistants to manage employee schedules,…
F 30 55 84 43 0 50 80
18056
NyxiumYuuki
GeoGuessr MCP Server Claim 1
Enables analysis of GeoGuessr game statistics, performance tracking, and strate…
F 30 44 48 41 49 80
18057
sparesparrow
MCP Prompts Server Claim 1
Enables creation, management, and templating of prompts through a simplified SO…
F 30 55 60 30 0 69 78
18058
helpful-AIs
triplyfy-mcp Claim 1
An MCP server that lets LLMs plan and manage itineraries with interactive maps …
F 30 44 17 10 13 81
18059
gomarble-ai
MCP server acting as an interface to the Facebook Ads, enabling programmatic ac…
F 30 44 66 40 44 78
18060
SepineTam
stata-mcp Claim 1
Let LLM help you achieve your regression analysis with Stata
F 30 55 72 35 0 90 76
18061
ruilisi
lsbot Claim 1
Lean & Secure Bot
F 30 44 80 53 N/A 58 76
18062
j3k0
Provides a scalable knowledge graph implementation for Model Context Protocol u…
F 30 55 94 57 0 25 77
18063
MFYDev
ghost-mcp Claim 1
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LL…
F 30 55 72 61 0 69 76
18064
james2doyle
Godot Docs MCP Claim 1
Enables searching and retrieving Godot Engine documentation across multiple ver…
F 30 55 94 86 79 54 80
18065
hekmon8
MCP Hub Tools Claim 1
An MCP server that allows searching for and retrieving information about Model …
F 30 55 35 0 0 34 81
18066
jfrog
MCP Server for JFrog, providing tools for development and artifact management.
F 30 55 33 0 0 35 81
18067
arcaputo3
MCP Server Whisper Claim 1
Enables advanced audio transcription, text-to-speech generation, and audio proc…
F 30 55 60 62 0 74 80
18068
docfork
docfork Claim 1
Up-to-date Docs for AI Agents.
F 30 55 50 50 0 85 80 MD
18069
Azure-Samples
snippy Claim 1
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vect…
F 30 55 64 45 0 64 80
18070
chargebee
mcp Claim 1
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebe…
F 30 44 50 72 63 80
18071
bun913
TestRail MCP Server Claim 1
Enables management of TestRail projects, test cases, runs, and results directly…
F 30 44 72 72 79 77
18072
czasg
pywss Claim 1
一个轻量级的 Python Web 框架,一站式集成 MCP SSE、StreamHTTP 和 MCPO 协议,助你轻松构建MCP Server🔥
F 30 55 54 37 0 62 76
18073
pawanpanpan
servers Claim 1
F 30 44 86 57 N/A 58 76
18074
guruhq
Guru MCP Server - Connect AI tools to your Guru knowledge base
F 29 55 38 0 0 21 81
18075
Thrivestack-public
ThriveStack PLG CRM analytics — query accounts, MAU/MTU, feature adoption, and …
F 29 55 36 0 0 23 81
18076
dartpointai
dartpoint-mcp Claim 1
MCP Server for public disclosure information of Korean companies, powered by th…
F 29 55 33 0 0 31 81
18077
wix
mcp Claim 1
A Model Context Protocol server for Wix AI tools
F 29 55 29 10 0 21 81
18078
junct-bot
Synthetix - 22 tools for data, metrics, and on-chain analytics
F 28 55 34 0 0 23 81
18079
junct-bot
Eigenlayer - 8 tools for staking, delegation, and rewards data
F 28 55 34 0 0 23 81
18080
junct-bot
ens-mcp Claim
Ens - 23 tools for name resolution and reverse lookups
F 28 55 34 0 0 23 81
18081
junct-bot
compound-mcp Claim
Compound - 8 tools for lending rates, supply, and borrow data
F 28 55 34 0 0 23 81
18082
vercel
vercel-mcp Claim 1
An MCP server for Vercel
F 28 55 27 10 0 20 81
18083
junct-bot
aave-mcp Claim
Aave - 6 tools for lending rates, supply, and borrow data
F 28 55 34 0 0 23 81
18084
junct-bot
maker-mcp Claim
Maker - 10 tools for lending rates, supply, and borrow data
F 28 55 34 0 0 23 81
18085
Tasfiul-Hedayet
hlwmcp Claim
Fetch and explore your dataset to get instant answers and summaries. Ask questi…
F 28 55 24 10 0 27 81
18086
junct-bot
beefy-mcp Claim
Beefy - 10 tools for protocol data and tools
F 28 55 34 0 0 23 81
18087
junct-bot
Coingecko - 36 tools for data, metrics, and on-chain analytics
F 28 55 34 0 0 23 81
18088
junct-bot
binance-mcp Claim
Binance - 340 tools for market data, order books, and trading pairs
F 28 55 34 0 0 23 81
18089
junct-bot
euler-mcp Claim
Euler - 39 tools for lending rates, supply, and borrow data
F 28 55 34 0 0 23 81
18090
gepuro
Search Japanese company database
F 28 55 28 0 0 35 81
18091
junct-bot
gmx-mcp Claim
Gmx - 139 tools for perpetuals, options, and position data
F 28 55 34 0 0 23 81
18092
junct-bot
Blockscout - 56 tools for data, metrics, and on-chain analytics
F 28 55 34 0 0 23 81
18093
junct-bot
stargate-mcp Claim
Stargate - 42 tools for cross-chain transfers and bridge data
F 28 55 34 0 0 23 81
18094
junct-bot
Chainlink - 35 tools for price feeds and oracle data
F 28 55 34 0 0 23 81
18095
junct-bot
jupiter-mcp Claim
Jupiter - 4 tools for swap quotes, liquidity pools, and trading data
F 28 55 34 0 0 23 81
18096
junct-bot
aarna-mcp Claim
Aarna - 34 tools for swap quotes, liquidity pools, and trading data
F 28 55 34 0 0 23 81
18097
junct-bot
curve-mcp Claim
Curve - 43 tools for swap quotes, liquidity pools, and trading data
F 28 55 34 0 0 23 81
18098
junct-bot
lido-mcp Claim
Lido - 6 tools for staking, delegation, and rewards data
F 28 55 34 0 0 23 81
18099
fileAI
fileai-mcp Claim
The fileAI MCP Server offers a robust set of tools to work with the fileAI file…
F 27 55 36 0 0 12 81
18100
halversondm
An MCP server that provides bazaarvoic JOLT transformation capabilities.
F 27 55 9 12 0 36 84
Showing 18051–18100 of 30006 servers
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