MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14251
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
14252
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
14253
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
14254
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
14255
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
14256
sigaihealth
The RealVest MCP (Model Context Protocol) server enables AI assistants like Cla…
D 53 66 72 67 0 53 81 44
14257
lwsinclair
Provides access to markdown documentation for local NPM, Go, and PyPi packages …
D 53 54 54 33 N/A 48 87 40
14258
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
14259
ibrooksSDX
Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling…
D 53 66 78 32 0 37 81 89
14260
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
14261
anntsmart
Automatically discovers and tests MCP services for security vulnerabilities inc…
D 53 66 74 46 0 24 81 88
14262
konarkm
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web …
D 53 66 54 50 0 42 81 95
14263
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
14264
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
14265
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
14266
ismailbl72
Allows users to search for academic conferences and events from WikiCFP by keyw…
D 53 55 44 31 16 83 88
14267
longbowzz
A Model Context Protocol server that converts SVG code to PNG images, offering …
D 53 54 41 37 N/A 16 92 75
14268
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14269
RyanCodrai
Sourced Claim
Source code search for every package on PyPI and npm.
D 53 66 88 10 0 44 81 96
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
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
14272
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 66 72 42 0 32 82 86
14273
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
14274
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
14275
DivyamAgg24
A tool that connects to the Spotify API and enables Claude to access artist inf…
D 53 55 54 62 28 64 49
14276
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
14277
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
14278
stucchi
MCP Advisor Claim
Browse, search, and discover MCP servers from your AI assistant
D 53 64 48 40 0 47 95 98
14279
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
14280
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
14281
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
14282
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
14283
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
14284
MertArtun
WeatherMCP Claim
Provides weather information using Open-Meteo API without requiring an API key.…
D 53 55 42 27 19 81 97
14285
Leanware-io
A Model Context Protocol server that enables Large Language Models to interact …
D 53 66 59 41 0 50 81 94
14286
yusaaztrk
A Model Context Protocol server that enables searching and retrieving detailed …
D 53 55 39 27 15 81 100
14287
devbrother2024
Kickstart development with a customizable TypeScript template featuring sample …
D 53 66 60 75 0 36 80 65
14288
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14289
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
14290
stucchi
Enables interaction with the Telnyx API for billing, phone numbers, and messagi…
D 53 54 53 0 32 82 99
14291
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
14292
jackccrawford
Enables control of Pollen Robotics Reachy Mini robot through high-level emotion…
D 53 66 66 38 0 54 77 90
14293
guibracco
An MCP server that enables AI assistants to interact with PostgreSQL databases …
D 53 55 47 20 30 69 100
14294
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
14295
GongRzhe
YOLO MCP Server Claim 1
A computer vision service that allows Claude to perform object detection, segme…
D 53 66 72 36 0 36 76 98
14296
fishcoderman
Enables users to measure, track, and compare response times of GitHub Copilot a…
D 53 54 42 23 N/A 16 92 88
14297
skymoore
grokipedia-mcp Claim
Search and retrieve Grokipedia articles with filters, full content, and citatio…
D 53 66 80 10 0 65 81 94
14298
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 66 57 65 0 21 81 91
14299
jjjtyy666
A FastMCP-powered server for accessing curated travel spot data from a PostgreS…
D 53 55 48 27 27 82 81
14300
roboulos
A simplified Model Context Protocol server that enables Claude to interact with…
D 53 66 72 36 0 33 81 93
Showing 14251–14300 of 53551 servers
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