MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14251
roboulos
A simplified Model Context Protocol server that enables Claude to interact with…
D 53 66 72 36 0 33 81 93
14252
aarya-rapid
namesilo-mcp Claim
D 53 54 38 18 N/A 29 95 86
14253
theoddden
terradev Claim
Complete GPU infrastructure for Claude Code — 192 MCP tools for provisioning, t…
D 53 64 96 26 0 53 75 70
14254
yanndebray
Magic-MCP Claim
Enables generation of magic squares by exposing a single tool that connects to …
D 53 66 58 58 0 37 81 86
14255
Poll-The-People
customgpt-mcp Claim 1
An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-s…
D 53 66 65 41 0 41 80 93
14256
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
14257
Ethan2298
Enables semantic search over local notes and documents using natural language q…
D 53 64 76 26 0 23 95 92
14258
HISHAN03
A Model Context Protocol server that provides various jokes (Chuck Norris, Dad …
D 53 66 41 65 0 41 81 93
14259
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
14260
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
14261
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 66 72 42 0 32 82 86
14262
guibracco
An MCP server that enables AI assistants to interact with PostgreSQL databases …
D 53 55 47 20 30 69 100
14263
skymoore
grokipedia-mcp Claim
Search and retrieve Grokipedia articles with filters, full content, and citatio…
D 53 66 80 10 0 65 81 94
14264
Leanware-io
A Model Context Protocol server that enables Large Language Models to interact …
D 53 66 59 41 0 50 81 94
14265
MuzsaiLajos
x402mail Claim 1
Python SDK for x402mail - send and receive email with USDC micropayments
D 53 66 60 35 0 48 80 99
14266
emirks
Provides access to Turkish higher education data, enabling search and retrieval…
D 53 66 54 61 0 34 76 98
14267
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
14268
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
14269
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
14270
saidsurucu
Marka Patent MCP Claim
Enables LLMs to search and retrieve detailed information from the Turkish Paten…
D 53 66 60 10 47 28 76 94
14271
konarkm
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web …
D 53 66 54 50 0 42 81 95
14272
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
14273
ASH1998
Excel Explorer Claim 1
An MCP server that allows LLMs to read, analyze, and interact with Excel files …
D 53 55 47 20 23 81 91
14274
DivyamAgg24
A tool that connects to the Spotify API and enables Claude to access artist inf…
D 53 55 54 62 28 64 49
14275
Fu-Jie
MCP-OPENAPI-DOCX Claim
Enterprise-grade document editing and management server that enables AI-powered…
D 53 66 42 63 0 50 82 90
14276
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
14277
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
14278
fishcoderman
Enables users to measure, track, and compare response times of GitHub Copilot a…
D 53 54 42 23 N/A 16 92 88
14279
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14280
manuelpsnunes
An MCP server template that provides humor-related tools, specifically fetching…
D 53 66 41 55 0 47 81 100
14281
ag2-mcp-servers
Stellastra MCP Server Claim 1
An MCP Server that enables multi-agent conversation interactions with the Stell…
D 53 55 45 60 21 81 51
14282
noahgsolomon
A Model Context Protocol server enabling AI assistants to create, buy, and sell…
D 53 64 45 63 0 26 95 92
14283
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
14284
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
14285
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
14286
longbowzz
A Model Context Protocol server that converts SVG code to PNG images, offering …
D 53 54 41 37 N/A 16 92 75
14287
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14288
devbrother2024
Kickstart development with a customizable TypeScript template featuring sample …
D 53 66 60 75 0 36 80 65
14289
stucchi
MCP Advisor Claim
Browse, search, and discover MCP servers from your AI assistant
D 53 64 48 40 0 47 95 98
14290
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
14291
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
14292
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
14293
lxy2109
instant-meshes-mcp Claim 1
An MCP server for 3D model processing that provides automated retopology, decim…
D 53 54 39 28 N/A 16 84 94
14294
guanqun-yang
mcp-server-r-counter Claim 1
A MCP Server Counting Number of r's for a Given Query
D 53 54 29 20 N/A 24 95 100
14295
stucchi
Enables interaction with the Telnyx API for billing, phone numbers, and messagi…
D 53 54 53 0 32 82 99
14296
jackccrawford
Enables control of Pollen Robotics Reachy Mini robot through high-level emotion…
D 53 66 66 38 0 54 77 90
14297
ErickWendel
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel…
D 53 66 67 32 0 61 81 88
14298
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
14299
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
14300
yusaaztrk
A Model Context Protocol server that enables searching and retrieving detailed …
D 53 55 39 27 15 81 100
Showing 14251–14300 of 57357 servers
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