MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2951
miottid
Todoist MCP Claim
Enables LLMs to interact with Todoist for comprehensive task and project manage…
B 77 55 86 65 49 81 96
2952
follox42
TikTok MCP Server Claim 1
A comprehensive MCP server that enables AI assistants to search, download, and …
B 77 54 88 56 N/A 45 88 100
2953
surisagar900
Figma to React MCP Claim
Automates the conversion of Figma designs into TypeScript React components and …
B 77 55 72 73 66 81 91
2954
felipfr
A powerful Model Context Protocol server for LinkedIn API integration
B 77 54 66 70 N/A 64 92 92
2955
o0x1024
Enables LLMs to perform browser automation tasks including web scraping, taking…
B 77 54 78 58 N/A 62 92 94
2956
globodai-group
Provides comprehensive Heroku application management through the Heroku Platfor…
B 77 55 90 68 48 78 95
2957
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
2958
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 54 90 65 N/A 42 90 90
2959
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2960
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2961
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2962
grossiweb
toolroute Claim 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
B 77 54 71 68 N/A 49 95 97
2963
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
2964
szeider
MCP-DBLP Claim 1
A Model Context Protocol server that provides access to the DBLP computer scien…
B 77 55 79 74 50 81 95
2965
esinecan
Enables LLMs to inspect and test other MCP servers by listing and calling their…
B 77 55 90 65 52 82 90
2966
hyzhak
Ollama MCP Server Claim
A bridge that integrates Ollama's local LLM capabilities into MCP-powered appli…
B 77 54 78 61 N/A 54 90 98
2967
kerlos
Elysia MCP Plugin Claim 1
A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) serve…
B 77 55 90 62 55 81 91
2968
Bigsy
maven-mcp-server Claim 1
An MCP (Model Context Protocol) server that provides tools for checking Maven d…
B 77 55 90 100 52 83 44
2969
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2970
ncsound919
Enables auto-configuration and validation of React components against a glassmo…
B 77 54 86 58 N/A 53 92 92
2971
wshobson
maverick-mcp Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 55 86 61 N/A 73 81 82
2972
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 54 78 67 N/A 53 92 90
2973
ZubeidHendricks
YouTube MCP Server Claim
This server allows AI language models to interact with YouTube content through …
B 77 55 100 63 33 77 99
2974
AndyManastorm
Enable seamless file operations, repository management, and advanced search fun…
B 77 54 80 65 N/A 50 87 95
2975
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 55 75 71 57 82 99
2976
WW-AI-Lab
A production-ready development scaffold for MCP servers, optimized for Cursor I…
B 77 55 78 70 61 81 95
2977
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
2978
nathanstitt
Shotter Claim
Enables AI assistants to automate iOS Simulator interactions including device m…
B 77 54 94 58 N/A 32 90 100
2979
briandconnelly
mcp-server-ipinfo Claim
IP address geolocation and network information using IPInfo API
B 77 55 64 73 79 83 93
2980
PhialsBasement
cmd-mcp-server Claim 1
MCP server allowing any and all command execution over CMD
B 77 55 78 82 N/A 41 95 76
2981
sultannaufal
Puppeteer MCP Server Claim 1
Self-hosted MCP server for browser automation using Puppeteer, with tools for n…
B 77 54 100 46 40 92 97
2982
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2983
NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall
B 77 44 67 N/A N/A 41 95 97
2984
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
2985
Eis4TY
SymPy Sandbox MCP Claim
A secure mathematical computation sandbox that enables LLMs to perform symbolic…
B 77 54 78 65 51 95 91
2986
ajeetraina
JetsonMCP Claim
Connects AI assistants to NVIDIA Jetson Nano systems for edge computing managem…
B 77 55 94 67 48 81 86
2987
copyleftdev
fabric-atelier Claim
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
B 77 54 96 63 N/A 35 90 86
2988
bh-rat
mcp-db Claim
Session and event store for MCP server, also allows distributed coordination be…
B 77 54 90 58 N/A 40 95 90
2989
CaullenOmdahl
MM Query Claim 1
Enables querying and comparing products from MM's retail (B2C) and wholesale (B…
B 77 55 92 68 39 78 96
2990
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
2991
niradler
dependency-mcp Claim 2
MCP server for checking package versions across multiple package managers
B 77 55 85 100 N/A 30 95 55
2992
kim-nguyenkhn
Enables AI assistants to discover, document, and generate React code using the …
B 77 54 78 50 N/A 68 95 96
2993
WeAreBraveLabs
domain-checker-mcp Claim 1
Fast domain availability checker. DNS + RDAP/WHOIS verification.
B 77 54 66 65 N/A 65 92 100
2994
ccc0168
Modes MCP Server Claim 2
The Modes MCP Server allows for comprehensive management and control over custo…
B 77 54 90 67 N/A 26 92 96
2995
jitbit
jitbit-helpdesk Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 44 73 N/A N/A 55 83 94
2996
MushroomFleet
MCP server for transcript processing — formatting, contextual repair & smart su…
B 77 55 96 100 N/A 50 81 39
2997
florianwittkamp
Enables interaction with Bring! shopping lists through natural language, allowi…
B 77 55 62 72 76 80 98
2998
bin38
mysql_mcp Claim
B 77 54 90 68 N/A 24 95 92
2999
jumasheff
Provides tools for retrieving and processing documentation through vector searc…
B 77 55 78 68 54 80 100
3000
sarath-451
tomcat Claim
Local MCP server for AI-assisted Apache Tomcat management and diagnostics
B 77 54 78 46 N/A 67 95 100
Showing 2951–3000 of 67181 servers
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