MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12201
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12202
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12203
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12204
unscene
Enables audio file analysis using Google's Gemini multimodal models with suppor…
C 61 55 62 40 29 81 86
12205
bamada
nestjs-mcp Claim
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
C 61 54 78 33 N/A 71 92 28
12206
zig-wasm
Zig Docs MCP Claim
Provides up-to-date Zig standard library and builtin function documentation via…
C 61 64 84 31 0 69 88 100
12207
zhaoxin34
MCP Server for MySQL Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 61 55 57 51 43 69 81
12208
Villarley
A serverless implementation that allows deploying a remote Model Context Protoc…
C 61 55 48 68 21 81 80
12209
ciel240
Provides various utilities including timezone-aware time queries, basic calcula…
C 61 55 78 65 26 81 38
12210
arjunkmrm
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
C 61 66 96 67 0 19 81 89
12211
mikeysrecipes
Aiven MCP Server Claim 1
A Model Context Protocol server that provides access to Aiven's managed service…
C 61 54 39 30 N/A 44 95 100
12212
jjyaoao
Weather MCP Server Claim
Provides real-time weather information for 12 major Chinese cities and global l…
C 61 55 54 30 52 81 94
12213
MarcoAR1
BotUyo MCP Server Claim
Enables the creation and management of BotUyo AI agents directly from MCP-compa…
C 61 55 88 0 38 81 95
12214
ingero-io
ingero Claim
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…
C 61 54 68 0 N/A 59 89 93
12215
vjsr007
MCP Index Notes Claim
Enables indexing and retrieving notes with full-text search using SQLite, plus …
C 61 55 72 57 32 81 51
12216
fedekrenn
Weather MCP Server Claim
Enables users to get current weather information for any city using the Open-Me…
C 61 55 48 50 30 81 93
12217
TollboothLabs
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
C 61 54 60 36 N/A 18 95 88
12218
DaanTheoden
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
C 61 66 94 50 0 49 81 88
12219
hhw67865
This MCP server provides access to TripAdvisor data for planning vacations, ena…
C 61 55 60 35 38 81 89
12220
langfuse
mcp-server-langfuse Claim 1
MCP server to access and manage LLM application prompts created with [Langfuse]…
C 61 66 76 58 0 63 82 95
12221
wimjan123
Deploys a Model Context Protocol server on Cloudflare Workers without authentic…
C 61 55 48 68 21 81 82
12222
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12223
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 64 62 50 0 79 95 93
12224
yescay
emailmcp Claim
C 61 54 58 27 N/A 37 90 90
12225
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12226
leogue
StockMCP Claim
Provides real-time stock market data and financial analysis through Yahoo Finan…
C 61 66 94 62 0 23 81 96
12227
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 55 60 26 48 82 93
12228
rocket-connect
mcpconnect Claim
Inspect and debug Model Context Protocol servers directly in your browser.
C 61 66 96 38 0 68 78 90
12229
Moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
C 61 54 45 56 N/A 29 95 76
12230
jackmichaud
A modular and extensible tool server built on FastMCP that supports multiple to…
C 61 55 72 33 21 81 87
12231
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12232
kukapay
dune-analytics-mcp Claim 1
A mcp server that bridges Dune Analytics data to AI agents.
C 61 55 51 42 43 80 91
12233 C 61 54 30 57 N/A 21 95 98
12234
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 54 60 26 N/A 21 95 100
12235
ilylty
JupyterMCP Claim
A Model Control Protocol (MCP) server that enables remote programmatic control …
C 61 55 66 38 16 81 93
12236
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12237
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 55 60 41 24 81 93
12238
morimorig3
Overwatch2 MCP Server Claim 1
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve h…
C 61 55 63 82 23 81 41
12239
ACSGenUI
Enables access to AEM block metadata by reading structured information from blo…
C 61 54 56 25 N/A 28 95 100
12240
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 55 54 55 22 81 87
12241
rootiq-ai
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
C 61 55 54 52 19 81 91
12242
voxmenthe
Enables intelligent code analysis and search across repositories using the Code…
C 61 54 60 27 N/A 47 84 87
12243
piotrpalek
MCP Think Tool Claim 1
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
C 61 55 39 100 18 81 55
12244
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12245
baixianger
langchain-mcp Claim
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-lik…
C 61 64 72 67 0 26 95 100
12246
TillMatthis
Enables Claude Desktop to interact with KURA Notes API for semantic search, not…
C 61 66 92 66 0 24 81 97
12247
0xHashy
fathom-fyi Claim
Financial intelligence for AI agents. 31 tools across 8 data sources — regime, …
C 61 55 84 0 42 81 98
12248
jarvismaximum-hue
ProfitPlay MCP Server Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 66 90 62 0 30 76 99
12249
wangtsiao
A Model Context Protocol server that provides AI models with real-time trending…
C 61 54 45 55 N/A 25 95 78
12250
yantrix-ai
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
C 61 55 84 0 37 81 100
Showing 12201–12250 of 66495 servers
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