MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13501
vinayak-mehta
Linear MCP Server Claim 2
A Model Context Protocol server that integrates with Linear, enabling AI assist…
C 57 55 33 41 50 80 89
13502
Abu-BakarYasir
mcp_slack Claim
fetch the latest channels messages chat
C 57 55 42 41 23 81 98
13503
shricodev
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
C 57 64 78 35 0 43 95 89
13504
PrintrFi
printr Claim 2
Let AI agents create, discover, and track tokens across chains via Printr.
C 57 64 92 41 0 58 60 91
13505
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 55 36 58 9 81 94
13506
vandreus
UniFi MCP Server Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 66 60 70 0 27 81 100
13507
sinanefeozler
reddit-summarizer-mcp Claim 1
MCP server for summarizing users's Reddit homepage or any subreddit based on po…
C 57 55 45 37 43 76 88
13508
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13509
xbsheng
Time MCP Claim
A time processing tool for the Model Context Protocol that provides features fo…
C 57 55 42 35 45 84 83
13510
papunoko
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
C 57 55 78 0 19 81 98
13511
SmartManoj
Provide a simple MCP server with a greeting tool to enable interactive developm…
C 57 54 48 21 N/A 21 95 98
13512
gsmethells
preflight-mcp Claim
TrustPilot for APIs — independent reliability ratings for APIs and MCP servers,…
C 57 55 66 0 46 81 94
13513
chaitanyaatlan
A demonstration MCP server providing basic tools for returning greetings and pe…
C 57 54 42 27 N/A 22 95 98
13514
kongyo2
MCP Dev MCP Claim
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
C 57 66 60 62 0 55 81 92
13515
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13516
rochadelon
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
C 57 55 60 41 26 81 71
13517
CHOIJun-0613
A Model Context Protocol server that enables natural language querying of MySQL…
C 57 55 65 28 21 81 81
13518
PuemMTH
mcp-commands Claim 1
An MCP server for tracking and managing AI command usage history using a Postgr…
C 57 55 51 25 30 80 100
13519
adamrtalbot
A Model Context Protocol server designed to facilitate Nextflow development and…
C 57 54 45 28 N/A 20 95 93
13520
tranducthai
A Model Context Protocol server that provides real-time weather data to AI clie…
C 57 54 39 36 N/A 23 92 96
13521
keizman
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
C 57 55 54 33 46 81 72
13522
Nikhil-Patil-RI
Facilitates authentication with GitHub using OAuth protocol, allowing secure ac…
C 57 54 42 36 N/A 22 87 96
13523
yura9011
Scythe MCP REAPER Claim
Enables AI-powered music composition and control for REAPER DAW through OSC and…
C 57 54 54 16 N/A 26 95 90
13524
jakenuts
A CLI command execution server that enables running shell commands with structu…
C 57 64 78 50 0 23 95 92
13525
tinjyuu
An MCP server that provides real-time delay information for JR East train lines…
C 57 55 33 82 N/A 41 95 27
13526
bsahane
MCP Ansible Server Claim
Enables comprehensive Ansible automation management through natural language, i…
C 57 54 54 27 N/A 24 88 89
13527
ltcg-addict
Provides comprehensive dice rolling functionality for tabletop games and RPGs, …
C 57 55 48 40 19 81 93
13528
UpendraNath
Enables web search capabilities through the Tavily API, allowing users to searc…
C 57 55 60 28 26 81 86
13529
GabrielSantanaC
An educational repository designed to practice and understand the Model Context…
C 57 54 54 26 N/A 25 90 86
13530
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13531
MadMando
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
C 57 54 54 25 N/A 22 95 82
13532
MKhalusova
A Model Context Protocol server that enables LLMs to extract and use content fr…
C 57 54 41 36 N/A 23 95 90
13533
hungson175
Provides access to Federal Reserve Economic Data (FRED) through Claude and othe…
C 57 55 54 27 22 83 94
13534
laksh-krishna-sharma
Weather MCP Server Claim
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
C 57 55 60 31 24 81 86
13535
Monadical-SAS
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 66 71 57 0 40 81 94
13536
zhaobu
Enables AI assistants to collect interactive user feedback through a modern GUI…
C 57 54 48 31 N/A 42 89 76
13537
ScrapeGraphAI
scrapegraph-mcp Claim
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
C 57 66 86 41 0 57 73 90
13538
DaniloBlancoMotta
Enables intelligent search through FastMCP documentation using TF-IDF indexing,…
C 57 54 42 25 N/A 29 89 100
13539
SailingCoder
grafana-mcp-analyzer Claim 1
让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analy…
C 57 66 57 73 0 46 81 85
13540
TusharShahi
MCP Jira Claim
Model Context Protocol server that allows AI assistants to interact with Jira, …
C 57 55 60 20 24 81 97
13541
lulzasaur9192
Enables AI agents to play games like Chess, Go, and Trading against each other …
C 57 55 72 0 29 81 98
13542
jrmlhermitte
Greeter MCP Server Claim
A simple demonstration MCP server that provides a greeting functionality when i…
C 57 55 50 25 41 81 91
13543
putput-io
@putput/mcp Claim
File uploads for AI agents. Upload, list, and manage files from AI coding assis…
C 57 66 72 71 0 29 69 99
13544
y0zg
Enables Claude Desktop to connect directly to Elasticsearch clusters for intell…
C 57 55 60 38 16 81 84
13545
hunterCM
An MCP server that integrates with Microsoft Copilot Studio to deliver random j…
C 57 55 45 17 46 83 100
13546
danosb
OneNote MCP Server Claim 2
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 53 40 26 77 86
13547
ShunsukeTamura06
A FastMCP-based server that provides access to Bloomberg market data through si…
C 57 54 62 38 N/A 21 95 59
13548
WindoC
EasyOCR MCP Server Claim 1
An MCP server that provides OCR capabilities using the EasyOCR library, support…
C 57 55 45 26 47 80 92
13549
nibzard
A Model Context Protocol server that allows execution of Python code within Day…
C 57 66 69 65 0 43 81 86
13550
tddt
Stock Info Service Claim
A FastMCP-based service that provides stock data including historical prices, f…
C 57 55 54 32 20 84 89
Showing 13501–13550 of 57160 servers
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