MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14301
AlexuLag
A simple MCP server that provides a tool called 'chistecitos' to fetch random C…
D 53 5⁄5 ◉ ⏳ 42 27 — 21 83 91
14302
Puliczek
mcp-memory Claim
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf…
D 53 6⁄6 ◉ ⏳ 66 58 0 30 81 82 HT
14303
ow-enj
An MCP server that automatically transcribes video content and burns stylized c…
D 53 6⁄6 ◉ ⏳ 45 72 0 25 81 96
14304
hamcommania-design
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 53 6⁄4 ◉ ⏳ 54 71 0 26 95 66
14305
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 6⁄6 ◉ ⏳ 66 41 0 61 81 76
14306
emirks
Provides access to Turkish higher education data, enabling search and retrieval…
D 53 6⁄6 ◉ ⏳ 54 61 0 34 76 98
14307
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 6⁄6 ◉ ⏳ 72 25 0 58 80 92
14308
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 6⁄6 ◉ ⏳ 57 65 0 21 81 91
14309
Louie63
Enables users to fetch various types of jokes including Chuck Norris and Dad jo…
D 53 6⁄6 ◉ ⏳ 48 55 0 41 81 100
14310
lxy2109
instant-meshes-mcp ⚡ Claim 1
An MCP server for 3D model processing that provides automated retopology, decim…
D 53 5⁄4 ◉ ⏳ 39 28 N/A 16 84 94
14311
MuzsaiLajos
x402mail ⚡ Claim 1
Python SDK for x402mail - send and receive email with USDC micropayments
D 53 6⁄6 ◉ ⏳ 60 35 0 48 80 99
14312
RyanCodrai
Sourced Claim
Source code search for every package on PyPI and npm.
D 53 6⁄6 ◉ ⏳ 88 10 0 44 81 96
14313
jjjtyy666
A FastMCP-powered server for accessing curated travel spot data from a PostgreS…
D 53 5⁄5 ◉ ⏳ 48 27 — 27 82 81
14314
iclickfreedownloads
Enables searching Airbnb listings with advanced filtering (location, dates, gue…
D 53 6⁄6 ◉ ⏳ 90 10 0 50 81 92
14315
stayce
partd-mcp Claim 1
CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.
D 53 6⁄6 ◉ ⏳ 72 57 0 47 82 61
14316
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 6⁄6 ◉ ⏳ 72 42 0 32 82 86
14317
renovate-bot
Demonstrates how to deploy and run Model Context Protocol (MCP) servers using N…
D 53 6⁄6 ◉ ⏳ 54 61 0 30 81 92
14318
es3154
Turf-MCP Claim
Provides comprehensive geospatial analysis capabilities through Turf.js, enabli…
D 53 5⁄5 ◉ ⏳ 50 36 — 46 81 51
14319
team-plask
3D-MCP Claim
A universal Model Context Protocol implementation that serves as a semantic lay…
D 53 5⁄4 ◉ ⏳ 72 26 N/A 42 90 28
14320
julie-berlin
Enables web search capabilities through the Tavily API, allowing users to searc…
D 53 5⁄5 ◉ ⏳ 48 22 — 26 81 89
14321
fgasparetto
ChipsNews MCP Server ⚡ Claim 1
MCP server for ChipsNews — manage news sources, articles, and triggers
D 53 6⁄6 ◉ ⏳ 55 56 0 47 70 96
14322
Danii2020
Weather MCP Server ⚡ Claim
Provides real-time weather forecasts and alerts by fetching data from the Natio…
D 53 5⁄5 ◉ ⏳ 54 35 — 22 81 69
14323
Fewsats
Agora MCP ⚡ Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 5⁄5 ◉ ⏳ 43 22 — 27 80 94
14324
yusaaztrk
A Model Context Protocol server that enables searching and retrieving detailed …
D 53 5⁄5 ◉ ⏳ 39 27 — 15 81 100
14325
FastAlertNow
mcp-server ⚡ Claim
Official MCP server for FastAlert, providing tools to list channels and send no…
D 53 6⁄4 ◉ ⏳ 84 10 0 33 95 98
14326
arjunkmrm
arjunkmrm-watch2 ⚡ Claim
Get the current time in your chosen timezone. Browse available continents and r…
D 53 6⁄6 ◉ ⏳ 58 57 0 26 81 96
14327
GongRzhe
YOLO MCP Server Claim 1
A computer vision service that allows Claude to perform object detection, segme…
D 53 6⁄6 ◉ ⏳ 72 36 0 36 76 98
14328
clarenous
VeyraX MCP Claim
Provides unified access to all tools integrated with the VeyraX platform throug…
D 53 6⁄6 ◉ ⏳ 68 53 0 25 80 88
14329
viswajit2304
UNO Game MCP Server ⚡ Claim 1
An MCP server that enables LLMs to participate in a multi-player UNO card game …
D 53 5⁄5 ◉ ⏳ 57 0 — 32 81 97
14330
mshojaei77
ReActMCP ⚡ Claim 1
ReActMCP is a reactive MCP client that empowers AI assistants to instantly resp…
D 53 6⁄6 ◉ ⏳ 67 46 0 29 77 99
14331
ag2-mcp-servers
Stellastra MCP Server ⚡ Claim 1
An MCP Server that enables multi-agent conversation interactions with the Stell…
D 53 5⁄5 ◉ ⏳ 45 60 — 21 81 51
14332
yakub268
Kalshi MCP Server ⚡ Claim
Enables users to search, analyze, and trade on Kalshi prediction markets direct…
D 53 6⁄4 ◉ ⏳ 70 31 0 66 67 94
14333
miyatsuki
Slack MCP Server ⚡ Claim 1
A Model Context Protocol server that enables LLMs to interact with Slack worksp…
D 53 5⁄5 ◉ ⏳ 45 46 — 24 81 61
14334
aarya-rapid
namesilo-mcp Claim
D 53 5⁄4 ◉ ⏳ 38 18 N/A 29 95 86
14335
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 5⁄5 ◉ ⏳ 48 27 — 27 78 82
14336
jackccrawford
Enables control of Pollen Robotics Reachy Mini robot through high-level emotion…
D 53 6⁄6 ◉ ⏳ 66 38 0 54 77 90
14337
guibracco
An MCP server that enables AI assistants to interact with PostgreSQL databases …
D 53 5⁄5 ◉ ⏳ 47 20 — 30 69 100
14338
sensormcp
SensorMCP Server ⚡ Claim 1
An MCP server that enables automated dataset creation and custom object detecti…
D 53 5⁄4 ◉ ⏳ 39 27 N/A 23 92 84
14339
saidsurucu
Marka Patent MCP ⚡ Claim
Enables LLMs to search and retrieve detailed information from the Turkish Paten…
D 53 6⁄6 ◉ ⏳ 60 10 47 28 76 94
14340
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 6⁄6 ◉ ⏳ 64 37 0 39 81 93
14341
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 6⁄6 ◉ ⏳ 78 30 0 25 80 95
14342
DevReev
A starter template for creating MCP servers that work with Puch AI, including b…
D 52 6⁄6 ◉ ⏳ 54 67 0 41 81 73
14343
viiniolliveira
Zappaz MCP Server ⚡ Claim
Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and mana…
D 52 6⁄6 ◉ ⏳ 54 67 0 30 81 76
14344
cympfh
QR Code MCP Server ⚡ Claim 1
Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via M…
D 52 5⁄4 ◉ ⏳ 46 25 N/A 27 90 70
14345
arjunkmrm
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic…
D 52 6⁄6 ◉ ⏳ 54 68 0 45 76 72
14346
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 6⁄6 ◉ ⏳ 56 57 0 29 83 84
14347
JAYKIM501
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 52 6⁄4 ◉ ⏳ 66 65 0 26 95 53
14348
Jalajil
Poke-MCP ⚡ Claim 1
A Model Context Protocol server that provides comprehensive Pokemon data and ba…
D 52 5⁄5 ◉ ⏳ 39 27 — 24 84 86
14349
langchain-ai
Enables language models to access LangSmith observability platform features inc…
D 52 6⁄6 ◉ ⏳ 78 0 0 79 82 88
14350
xiaobenyang-com
Based on the Morgan Levine PhenoAge clock model, the service calculates biologi…
D 52 6⁄6 ◉ ⏳ 72 70 0 45 81 42
Showing 14301–14350 of 69135 servers
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