MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2701
Talljack
mcp_server_trending Claim 1
Track tech trends across GitHub, Hacker News, Product Hunt, npm, PyPI, arXiv, a…
B 77 55 72 91 N/A 74 95 50
2702
tontoko
Enables token-optimized browser automation with Playwright, featuring batch exe…
B 77 55 86 58 79 80 84
2703
aws
AWS MCP Server Claim
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
B 77 54 80 37 N/A 92 95 91
2704
desk3
Desk3 MCP Server Claim
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
B 77 55 96 66 46 71 99
2705
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2706
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
2707
lunarcrush
Provides real-time access to LunarCrush AI data and analytics through a secure …
B 77 64 86 63 95 23 95 86
2708
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
2709
fliptheweb
yazio-mcp Claim 1
MCP server for accessing Yazio user & nutrition data (unofficial)
B 77 54 63 71 N/A 72 83 99
2710
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2711
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2712
mazemaze
Enables task management and automated development workflow tracking with Eureka…
B 77 54 94 63 N/A 24 95 94
2713
junetic
mcp-usercall Claim
Run real user interviews from AI agents and retrieve structured insights with t…
B 77 55 70 72 72 82 88
2714
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2715
qpd-v
The MCP Web Research Server enables real-time web research with Claude by integ…
B 77 55 96 100 46 81 45
2716
fr0gger
A prompt-validation service that checks incoming prompts against security rules…
B 77 54 90 56 N/A 37 95 94
2717
danroblewis
G1 UART MCP Server Claim
Enables communication with G1 Bluetooth devices using the Nordic UART protocol …
B 77 55 72 82 N/A 22 95 100
2718
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 54 94 56 N/A 36 90 96
2719
wheattoast11
Provides tools to interact with RunwayML and Luma AI APIs for video and image g…
B 77 55 96 77 23 81 93
2720
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
2721
mozicim
A secure Node.js execution environment that allows coding agents and LLMs to ru…
B 77 55 96 71 31 81 91
2722
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
2723
appliedrelevance
Frappe MCP Server Claim 1
Enables interaction with Frappe Framework sites through comprehensive document …
B 77 55 84 82 34 81 94
2724
eldorauiofficial
Enables integration with Eldora UI component library, providing access to UI co…
B 77 55 68 87 44 81 100
2725
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 55 57 100 52 81 94
2726
frahman5
Bitso MCP Server Claim 1
Enables access to Bitso cryptocurrency exchange data through comprehensive with…
B 77 55 84 67 52 82 93
2727
jagan-shanmugam
mattermost-mcp-host Claim 1
A MCP server along with MCP host that provides access to Mattermost teams, chan…
B 77 54 85 66 N/A 44 87 97
2728
quanticsoul4772
Bear MCP Server Claim
Enables AI assistants to search, read, and browse Bear notes directly from your…
B 77 54 92 61 N/A 27 95 96
2729
n0zer0d4y
vulcan-file-ops Claim
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
B 77 54 75 57 N/A 53 95 100
2730
Jahanzaib-Kaleem
Automatically generates and maintains living documentation for codebases by cre…
B 77 54 94 52 N/A 48 94 89
2731
kiennd
Facilitate dynamic and reflective problem-solving through a structured thinking…
B 77 54 80 65 N/A 50 88 95
2732
AndyManastorm
Enable seamless file operations, repository management, and advanced search fun…
B 77 54 80 65 N/A 50 87 95
2733
esinecan
Enables LLMs to inspect and test other MCP servers by listing and calling their…
B 77 55 90 65 52 82 90
2734
cfrs2005
GS Robot MCP Server Claim 1
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
B 77 55 82 82 49 81 81
2735
Digital-Defiance
mcp-debugger Claim
Node.js and TypeScript debugging with 25+ tools for AI agents
B 77 55 71 100 N/A 51 95 58
2736
an1lam
Enables AI assistants to create, manage, and track predictions on Fatebook, a p…
B 77 55 90 65 52 81 92
2737
thesammykins
Beep Boop MCP Claim
A Model Context Protocol (MCP) server for coordinating work between multiple AI…
B 77 55 84 100 67 81 41
2738
ah-oh
handbook Claim 1
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
B 77 55 51 100 N/A 51 83 100
2739
WeAreBraveLabs
domain-checker-mcp Claim 1
Fast domain availability checker. DNS + RDAP/WHOIS verification.
B 77 54 66 65 N/A 65 92 100
2740
5p00kyy
Seafile MCP Server Claim 1
Enables AI assistants to interact with Seafile cloud storage for managing self-…
B 77 55 88 68 43 82 97
2741
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2742
laudoluxDev
lawtasksai-mcp Claim
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
B 77 44 65 N/A N/A 44 95 99
2743
luarss
openroad-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
B 77 54 72 58 N/A 73 92 93
2744
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
2745
RPGMais
n8n MCP Server Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 55 78 82 N/A 52 83 85
2746
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
2747
tdnupe3
Provides access to 41 micropayment-based services for blockchain analytics, tra…
B 77 55 72 82 45 83 99
2748
jhl8041
Dooray MCP Server Claim 1
Enables integration with Dooray project management platform, allowing users to …
B 77 55 78 72 49 80 100
2749
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
2750
its-just-ui
Enables AI-powered generation, customization, and documentation of its-just-ui …
B 77 55 88 58 64 82 91
Showing 2701–2750 of 44549 servers
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