MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14301
DivyamAgg24
A tool that connects to the Spotify API and enables Claude to access artist inf…
D 53 55 54 62 28 64 49
14302
fgasparetto
ChipsNews MCP Server Claim 1
MCP server for ChipsNews — manage news sources, articles, and triggers
D 53 66 55 56 0 47 70 96
14303
PINNACLEAISOLUTIONS
A demonstration project for building and running Model Context Protocol (MCP) s…
D 53 66 54 60 0 32 82 93
14304
nirholas
github-to-mcp Claim
Convert GitHub repositories to MCP servers automatically. Extract tools from Op…
D 53 64 94 33 0 64 95 28
14305
yakub268
Kalshi MCP Server Claim
Enables users to search, analyze, and trade on Kalshi prediction markets direct…
D 53 64 70 31 0 66 67 94
14306
kaisumi
Weather MCP Claim 1
A Model Context Protocol server that provides current weather information and 3…
D 53 55 45 41 23 81 70
14307
Puliczek
mcp-memory Claim
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf…
D 53 66 66 58 0 30 81 82 HT
14308
ALAPI-SDK
mcp-alapi-cn Claim
这是一个基于 ALAPI 的 MCP (Model Control Protocol) 服务器实现,可以通过MCP协议直接调用ALAPI的接口
D 53 66 66 41 0 61 81 76
14309
FastAlertNow
mcp-server Claim
Official MCP server for FastAlert, providing tools to list channels and send no…
D 53 64 84 10 0 33 95 98
14310
aki-kii
MCP UUID Server Claim
A simple service that generates random UUIDs when requested through Claude Desk…
D 53 54 42 12 N/A 23 95 94
14311
shineliang
A Model Context Protocol server that enables querying attendance information an…
D 53 55 45 27 16 80 95
14312
viswajit2304
UNO Game MCP Server Claim 1
An MCP server that enables LLMs to participate in a multi-player UNO card game …
D 53 55 57 0 32 81 97
14313
devbrother2024
Kickstart development with a customizable TypeScript template featuring sample …
D 53 66 60 75 0 36 80 65
14314
umamaheswararao04
LeaveManager Claim 1
A Model Context Protocol server that enables users to manage employee leave thr…
D 53 55 39 20 27 83 100
14315
jjjtyy666
A FastMCP-powered server for accessing curated travel spot data from a PostgreS…
D 53 55 48 27 27 82 81
14316
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14317
MertArtun
WeatherMCP Claim
Provides weather information using Open-Meteo API without requiring an API key.…
D 53 55 42 27 19 81 97
14318
Amdocs-Studio
Provides expert guidance for Harmony 2.0 development through Gemini AI, enablin…
D 53 66 80 35 0 27 81 94
14319
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 66 57 65 0 21 81 91
14320
iclickfreedownloads
Enables searching Airbnb listings with advanced filtering (location, dates, gue…
D 53 66 90 10 0 50 81 92
14321
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14322
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14323
asrvd
Flux Claim
An AI-powered MCP server that enables natural language interaction with AO (Arw…
D 53 66 68 55 0 25 81 86
14324
julie-berlin
Enables web search capabilities through the Tavily API, allowing users to searc…
D 53 55 48 22 26 81 89
14325
maximdx
Provides OCR capabilities to extract text from PDF documents using Tesseract, w…
D 53 55 48 22 18 81 94
14326
sensormcp
SensorMCP Server Claim 1
An MCP server that enables automated dataset creation and custom object detecti…
D 53 54 39 27 N/A 23 92 84
14327
9renbufu
Weather MCP Server Claim 1
Provides real-time weather information for global locations and 12 major Chines…
D 53 55 54 0 45 82 89
14328
kennyckk
KMB Bus Claim 1
Access real-time bus arrival information and comprehensive route details for Ho…
D 53 66 67 27 0 48 83 100
14329
renovate-bot
Demonstrates how to deploy and run Model Context Protocol (MCP) servers using N…
D 53 66 54 61 0 30 81 92
14330
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14331
theoddden
terradev Claim
Complete GPU infrastructure for Claude Code — 192 MCP tools for provisioning, t…
D 53 64 96 26 0 53 75 70
14332
ibrooksSDX
Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling…
D 53 66 78 32 0 37 81 89
14333
arjunkmrm
arjunkmrm-watch2 Claim
Get the current time in your chosen timezone. Browse available continents and r…
D 53 66 58 57 0 26 81 96
14334
birdseyevue
DaisyUI MCP Server Claim
A token-efficient local MCP server that exposes DaisyUI component documentation…
D 53 64 60 21 0 62 95 94
14335
keenanbb
TIDAL MCP Server Claim
Enables interaction with TIDAL music streaming service through 27 tools for sea…
D 53 55 60 0 24 78 100
14336
aarya-rapid
namesilo-mcp Claim
D 53 54 38 18 N/A 29 95 86
14337
naren8642
Duffel MCP Server Claim 2
An MCP server that integrates the Duffel flights API to enable flight searching…
D 53 55 63 0 27 81 94
14338
hustcc
mcp-icon Claim
A Model Context Protocol (MCP) server for semantic SVG icon search. Generate in…
D 53 66 88 10 0 48 81 95
14339
juanibiapina
mcpli Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
D 53 66 84 40 0 58 82 54
14340
d0kwon
MCP Memory Claim
MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability t…
D 52 66 54 68 0 21 81 84
14341
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14342
afgong
Explore your Messages SQLite database to browse tables and inspect schemas with…
D 52 66 62 38 0 40 81 92
14343
nevermined-io
Provides weather information for cities through a protected MCP interface with …
D 52 55 72 43 28 81 21
14344
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 55 48 30 16 81 78
14345
OHNLP
omop_mcp Claim
Map clinical terminology to OMOP concepts using LLMs for healthcare data standa…
D 52 66 78 27 0 49 78 84
14346
geobio
Context7 MCP Claim
Provides LLMs with up-to-date, version-specific documentation and code examples…
D 52 66 84 10 0 44 81 93
14347
langchain-ai
Enables language models to access LangSmith observability platform features inc…
D 52 66 78 0 0 79 82 88
14348
Zzzccs123
A TypeScript implementation of a Model Context Protocol server that connects to…
D 52 66 68 50 0 20 81 91
14349
NXr10
Enables interaction with SAP Business One API through Azure Container Apps with…
D 52 66 72 52 0 16 81 84
14350
YohanLiu
MCP JSONDiff Kel Claim
An efficient MCP server for performing accurate, deep comparisons between JSON …
D 52 55 48 32 23 83 68
Showing 14301–14350 of 66502 servers
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