MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10651
frontalinilucas
saij-mcp Claim 1
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
C 65 55 66 35 48 83 93
10652
KevoDB
KevoDB MCP Server Claim
Implements a Multimodal Communication Protocol server for KevoDB, allowing AI a…
C 65 55 66 37 40 81 99
10653
fengzhongsen
short-url Claim
简单易用的短链接生成工具,完全开源、免费、无需登录,可私有化部署,链接永久有效!
C 65 64 80 71 0 52 95 94
10654
gwbischof
bluesky-social-mcp Claim 1
An MCP server for interacting with Bluesky via the atproto client.
C 65 54 57 42 N/A 43 90 90
10655
gulbaki
A Model Context Protocol server that enables LLMs to explore and interact with …
C 65 55 57 58 23 80 100
10656
Yutarop
ros-mcp Claim
MCP server that supports ROS2 topics, services, and actions communication, and …
C 65 54 66 38 N/A 47 84 89
10657
ankitpal181
toon-parse-mcp Claim
MCP server that reduces LLM context by removing code comments and converting da…
C 65 54 60 27 N/A 50 95 96
10658
monteslu
vibe-eyes Claim
description: "An MCP server that enables LLMs to 'see' what's happening in br…
C 65 55 72 70 N/A 54 90 31
10659
ronantakizawa
Enables access to and searching of browser history from major browsers (Brave, …
C 65 54 66 37 N/A 23 95 98
10660
slawekradzyminski
A server that provides a website fetching tool via SSE transport, allowing user…
C 65 55 60 52 26 80 99
10661
VikashS
Enables AI assistants to save, retrieve, and manage research content using Chro…
C 65 55 60 32 63 81 95
10662
grafana
Grafana UI MCP Server Claim
Provides AI assistants with comprehensive access to Grafana's React component l…
C 65 66 90 76 0 59 76 91
10663
Aeolun
Repomix MCP Server Claim 2
An MCP server that packs repositories into AI-friendly files using the Repomix …
C 65 55 63 62 21 80 91
10664
mikeysrecipes
MCP OpenVision Claim 1
A Model Context Protocol server that enables AI assistants to analyze images us…
C 65 55 57 47 52 81 91
10665
urjitbhatia
it2mcp Claim 1
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
C 65 54 53 41 N/A 48 92 92
10666
roomi-fields
RTFM Claim 1
The open retrieval layer for AI agents. Index your entire project — code, docs,…
C 65 54 72 0 72 91 96
10667
shukwong
gnomAD MCP Server Claim
Enables AI assistants to query genetic variant data, gene constraints, and popu…
C 65 55 90 75 22 81 38
10668
LiamConnell
arXiv MCP Server Claim
Enables searching, downloading, and managing academic papers from arXiv.org thr…
C 65 55 62 57 21 81 93
10669
theYahia
superjob-mcp Claim 2
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
C 65 44 45 N/A N/A 58 83 77
10670
sapientpants
DeepSource MCP Server Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 55 81 41 79 84 40
10671
xray918
Download Douyin videos without watermarks and extract audio text automatically.…
C 65 55 66 47 N/A 41 81 84
10672
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10673
rflpazini
mcp-api-gateway Claim
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
C 65 55 90 57 N/A 24 86 51
10674
sakebomb
Early MCP Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 55 68 38 30 82 100
10675
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10676
chrishart0
searchconsole-mcp Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 55 64 32 48 83 97
10677
Mosaictm1
An AI-powered workflow automation platform that builds and executes n8n workflo…
C 65 55 78 38 30 81 92
10678
derekalia
fal Claim 1
MCP server for interacting with fal.ai models and services. Uses the latest str…
C 65 55 63 43 41 81 94
10679
cmalpass
MCP Presidio Claim 2
An MCP server that enables LLMs to detect and anonymize over 25 types of Person…
C 65 55 69 37 45 80 93
10680
aktsmm
Saiten MCP Server Claim
Automates the evaluation of GitHub hackathon submissions by providing tools to …
C 65 54 52 56 N/A 35 89 91
10681
fablefang
Enables AI assistants to automatically log and manage conversation history with…
C 65 55 80 83 22 81 39
10682
takuya0206
An MCP server that enables LLMs to access Slack's search functionality to retri…
C 65 55 45 75 21 82 97
10683
RobinBreugelmans-S
Enables checking npm packages for known security vulnerabilities using the OSV …
C 65 55 54 62 25 81 97
10684
jimfilippou
things-mcp Claim 1
A Model Context Protocol (MCP) server that provides seamless integration with t…
C 65 54 78 35 N/A 29 95 80
10685
Supermaxman
OpenAI MCP Server Claim
Provides tools to manage OpenAI API keys and spending through the OpenAI API. R…
C 65 55 54 100 43 81 38
10686
non-dirty
IMAP MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to access and manage…
C 65 55 69 43 35 81 94
10687
clssck
Time Server Claim 2
An MCP server providing timezone conversions and time-related operations via RE…
C 65 55 63 60 18 81 94
10688
SarthakRay26
Open Meteo MCP Server Claim 2
A comprehensive MCP server providing tools for real-time, forecast, and histori…
C 65 55 78 75 29 82 43
10689
kokoa-tools
Enables users to search and retrieve merit records and achievement documents of…
C 65 54 72 61 N/A 26 92 60
10690
terasum
A Model Context Protocol server that provides color conversion between multiple…
C 65 54 57 60 N/A 16 94 90
10691
chirag127
Provides systematic thinking tools including mental models, design patterns, de…
C 65 55 78 82 31 81 34
10692
sandraschi
Provides comprehensive monitoring and observability for MCP server ecosystems w…
C 65 55 60 62 26 81 87
10693
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 66 84 71 0 64 81 91
10694
vgnshiyer
Apple Books MCP Server
C 65 54 62 15 N/A 62 95 100
10695
fnlearner
Fetches and structures Ant Design v4 component documentation into JSON format, …
C 65 54 42 51 N/A 46 95 94
10696
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
10697
kareemaly
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
C 65 55 66 41 41 81 92
10698
basicbill
Provides real-time access to official aviation weather data including METARs, T…
C 65 55 72 41 25 82 96
10699
dongri
LGTM MCP Server Claim
Enables fetching random LGTM (Looks Good To Me) images from the LGTM API for us…
C 65 55 78 87 25 81 35
10700
readwiseio
Readwise MCP Claim
A local Model Context Protocol server that connects LLM clients (like Claude) t…
C 65 55 54 82 N/A 68 95 25
Showing 10651–10700 of 67226 servers
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