MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14251
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
14252
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
14253
peter-j-thompson
semanticapi-mcp Claim 1
Natural language API discovery — search 700+ API capabilities, get endpoints, a…
D 53 66 78 40 0 27 80 89
14254
x-mahar
Enables Claude Desktop to send emails through Mailjet's API using the Model Con…
D 53 66 80 41 0 18 81 94
14255
emirks
Provides access to Turkish higher education data, enabling search and retrieval…
D 53 66 54 61 0 34 76 98
14256
gkhays
MCP SBOM Server Claim 1
A Model Context Protocol server that performs Trivy scans to generate Software …
D 53 54 41 22 N/A 20 95 84
14257
arjunkmrm
arjunkmrm-ahoy2 Claim
Create friendly greetings by name, with an optional pirate tone. Explore the or…
D 53 66 56 57 0 21 82 100
14258
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
14259
ibrooksSDX
Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling…
D 53 66 78 32 0 37 81 89
14260
cyberimaginationsi-gif
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
D 53 55 54 41 30 81 55
14261
ThingsPanel
ThingsPanel MCP Claim 1
An integration server that connects AI models with ThingsPanel IoT platform, al…
D 53 55 66 43 58 78 16
14262
team-plask
3D-MCP Claim
A universal Model Context Protocol implementation that serves as a semantic lay…
D 53 54 72 26 N/A 42 90 28
14263
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
14264
AlexuLag
A simple MCP server that provides a tool called 'chistecitos' to fetch random C…
D 53 55 42 27 21 83 91
14265
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14266
clarenous
VeyraX MCP Claim
Provides unified access to all tools integrated with the VeyraX platform throug…
D 53 66 68 53 0 25 80 88
14267
ismailbl72
Allows users to search for academic conferences and events from WikiCFP by keyw…
D 53 55 44 31 16 83 88
14268
augmnt
Augments MCP Server - A comprehensive framework documentation provider for Clau…
D 53 66 66 33 0 56 81 89
14269
maximdx
Provides OCR capabilities to extract text from PDF documents using Tesseract, w…
D 53 55 48 22 18 81 94
14270
diegogfhjk
InventarioDB Claim
A small MCP server that manages a product inventory using SQLite, providing CRU…
D 53 54 42 32 N/A 21 95 73
14271
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
14272
RyanCodrai
Sourced Claim
Source code search for every package on PyPI and npm.
D 53 66 88 10 0 44 81 96
14273
adityasaravana
Caltrain Claim
"A Model Context Protocol (MCP) server that promises to tell you exactly when t…
D 53 64 66 32 0 38 95 91
14274
konarkm
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web …
D 53 66 54 50 0 42 81 95
14275
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14276
anntsmart
Automatically discovers and tests MCP services for security vulnerabilities inc…
D 53 66 74 46 0 24 81 88
14277
muxinc
mcp Claim 1
The official MCP Server for the Mux API
D 53 66 96 10 0 88 52 87
14278
waystation-ai
wrike Claim
Manage projects, tasks, and workflows with Wrike project management.
D 53 66 88 10 0 40 81 100
14279
iclickfreedownloads
Enables searching Airbnb listings with advanced filtering (location, dates, gue…
D 53 66 90 10 0 50 81 92
14280
ag2-mcp-servers
An MCP server that enables interaction with Nexmo's Messages API, allowing agen…
D 53 55 45 63 21 76 53
14281
sigaihealth
The RealVest MCP (Model Context Protocol) server enables AI assistants like Cla…
D 53 66 72 67 0 53 81 44
14282
longbowzz
A Model Context Protocol server that converts SVG code to PNG images, offering …
D 53 54 41 37 N/A 16 92 75
14283
julie-berlin
Enables web search capabilities through the Tavily API, allowing users to searc…
D 53 55 48 22 26 81 89
14284
Fewsats
Agora MCP Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 55 43 22 27 80 94
14285
lwsinclair
Provides access to markdown documentation for local NPM, Go, and PyPi packages …
D 53 54 54 33 N/A 48 87 40
14286
MeetRathodNitsan
MCP AI Server Claim
A modular tool that combines RAG-based retrieval with Pinecone vector storage t…
D 53 54 48 22 N/A 23 95 75
14287
shineliang
A Model Context Protocol server that enables querying attendance information an…
D 53 55 45 27 16 80 95
14288
adiletD
A Model Context Protocol server that enables querying feature suggestions from …
D 53 55 39 32 23 81 88
14289
stayce
partd-mcp Claim 1
CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.
D 53 66 72 57 0 47 82 61
14290
mshojaei77
ReActMCP Claim 1
ReActMCP is a reactive MCP client that empowers AI assistants to instantly resp…
D 53 66 67 46 0 29 77 99
14291
miyatsuki
Slack MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with Slack worksp…
D 53 55 45 46 24 81 61
14292
hustcc
Icon Claim
Generate and manage professional-grade icons for diverse design needs. Simplifi…
D 53 66 88 10 0 48 81 95
14293
xiaobenyang-com
Public-Promo Claim
A lightweight, database-free, configuration-free HTTP proxy server with built-i…
D 53 64 72 38 0 45 95 68
14294
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14295
MuzsaiLajos
x402mail Claim 1
Python SDK for x402mail - send and receive email with USDC micropayments
D 53 66 60 35 0 48 80 99
14296
Amdocs-Studio
Provides expert guidance for Harmony 2.0 development through Gemini AI, enablin…
D 53 66 80 35 0 27 81 94
14297
manuelpsnunes
An MCP server template that provides humor-related tools, specifically fetching…
D 53 66 41 55 0 47 81 100
14298
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
14299
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
14300
renovate-bot
Demonstrates how to deploy and run Model Context Protocol (MCP) servers using N…
D 53 66 54 61 0 30 81 92
Showing 14251–14300 of 53551 servers
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