MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13601
ITworkonline
GoogleCalendarMCP Claim
A Model Completion Prompt (MCP) plugin that allows users to create events in Go…
C 57 55 54 37 16 81 90
13602
eshlon
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 51 82 34 80 30
13603
hwibalyu
edinet-mcp Claim 1
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
C 57 55 39 46 25 82 93
13604
wirdes
db-mcp-tool Claim 1
A powerful Model Context Protocol (MCP) tool for exploring and managing differe…
C 57 55 60 82 37 81 11
13605
zrax-x
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
C 57 54 48 33 N/A 22 87 90
13606
chaitanyaatlan
A demonstration MCP server providing basic tools for returning greetings and pe…
C 57 54 42 27 N/A 22 95 98
13607
pavitarsaini
Enables access to Granola meeting notes through OAuth authentication, allowing …
C 57 66 78 46 0 42 81 94
13608
xiaohui
Enables sending messages and scheduling reminders through multiple platforms in…
C 57 55 42 33 48 81 87
13609
jmh108
A Python implementation of an MCP server that extracts webpage content, removes…
C 57 55 54 25 31 80 94
13610
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
13611
dydtkddl
QCViz-MCP Claim 1
An MCP server for quantum chemistry that enables LLMs to perform electronic str…
C 57 54 33 28 N/A 65 92 79
13612
Day7-Engineering
A template for deploying remote MCP servers on Cloudflare Workers without authe…
C 57 55 48 52 29 78 71
13613
antonioevans
RunPod MCP Server Claim
Enables interaction with the RunPod REST API to manage GPU pods, serverless end…
C 57 66 66 65 0 42 78 92
13614
zhaobu
Enables AI assistants to collect interactive user feedback through a modern GUI…
C 57 54 48 31 N/A 42 89 76
13615
kouui
Allows you to search the web using DuckDuckGo and optionally fetch and summariz…
C 57 55 64 28 20 81 85
13616
eDramas
MasterGo Magic MCP Claim
Connects AI models with MasterGo design tools to retrieve and process DSL data …
C 57 66 76 65 0 25 81 88
13617
rochadelon
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
C 57 55 60 41 26 81 71
13618
wearzdk
SeeDream Image MCP Claim
Generates high-quality images using Volcano Engine's SeeDream 4.0 model with AI…
C 57 66 78 68 0 41 81 72
13619
demixid
An MCP server that indexes local Python projects into a SQLite database to enab…
C 57 54 39 25 N/A 25 95 100
13620
tinybirdco
mcp-tinybird Claim 1
An MCP server to interact with a Tinybird Workspace from any MCP client.
C 57 66 51 68 0 50 81 99
13621
binal182
Enables users to search and interact with Binal's professional knowledge base t…
C 57 66 78 53 0 32 81 98
13622
parthmodi152
todoist-ai-mcp Claim
C 57 64 90 10 0 60 95 94
13623
ValenGL
VGL CV Data MCP Claim 1
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
C 57 55 47 50 N/A 26 83 72
13624
jbdamask
NIH RePORTER MCP Claim 1
A Model Context Protocol server that enables conversational searching of NIH-fu…
C 57 66 75 46 0 43 82 95
13625
jjwjr94
Enables complete interaction with Airtable databases through 16 CRUD operations…
C 57 66 78 43 0 44 81 99
13626
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
13627
kukapay
liquidity-pools-mcp Claim 1
An MCP server that tracks and analyzes DEX liquidity pools to power intelligent…
C 57 55 49 32 38 81 83
13628
mattmorgis
Nuanced MCP Server Claim 1
An MCP server that enables LLMs to understand and analyze code structure throug…
C 57 55 51 32 22 81 97
13629
hemichaeli
Enables management of Railway infrastructure through 17 tools for managing proj…
C 57 66 62 71 0 27 81 100
13630
EyevinnOSC
MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions ba…
C 57 66 51 62 0 66 81 90
13631
wgpsec
cloudsword Claim
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
C 57 54 50 27 N/A 77 92 45
13632
jakenuts
A CLI command execution server that enables running shell commands with structu…
C 57 64 78 50 0 23 95 92
13633
CYCWEB01
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilitie…
C 57 55 54 61 21 81 60
13634
Facets-cloud
Enables creation and management of Terraform modules for Facets.cloud infrastru…
C 57 66 86 41 0 46 76 91
13635
summer521521
CONTAM MCP Claim
A Windows-based MCP server that exposes NIST's CONTAM simulation tools and Cont…
C 57 54 54 0 N/A 55 89 94
13636
SailingCoder
grafana-mcp-analyzer Claim 1
A Model Context Protocol server for Grafana data analysis
C 57 66 57 73 0 46 81 85
13637
papunoko
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
C 57 55 78 0 19 81 98
13638
Tooflex
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 54 45 28 N/A 24 95 93
13639
jissac
Provides comprehensive Biblical research tools including scripture lookup, inte…
C 57 66 78 56 0 30 81 90
13640
peterfabakker
Todo MCP Claim
A persistent todo list server that enables AI assistants to manage tasks across…
C 57 55 66 0 43 81 96
13641
junmer
LottieFiles Server Claim
Search and retrieve Lottie animations effortlessly. Access detailed information…
C 57 66 78 52 0 40 81 92
13642
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
13643
zaq2989
Agent-net Claim
Agent to Agent network
C 57 66 60 71 0 32 81 99
13644
robuno
Enables querying and comparing product prices across different marketplaces wit…
C 57 55 54 37 21 81 86
13645
teilomillet
jiki Claim
C 57 64 72 28 0 54 95 98
13646
TusharShahi
MCP Jira Claim
Model Context Protocol server that allows AI assistants to interact with Jira, …
C 57 55 60 20 24 81 97
13647
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 55 36 58 9 81 94
13648
MadMando
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
C 57 54 54 25 N/A 22 95 82
13649
Tlazypanda
aptos-mcp Claim 1
A MCP server for interacting with Aptos documentation and creating full-stack A…
C 57 54 57 31 N/A 20 87 84
13650
kentaro
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
C 57 55 45 62 20 81 70
Showing 13601–13650 of 33790 servers
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