MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1101
bupd
Harbor MCP Server Claim
Enables AI models to interact with Harbor container registries to manage projec…
B 81 55 84 72 71 76 100
1102
cryppadotta
Scryfall MCP Server Claim 1
Enables interaction with the Scryfall API, allowing users to search for Magic: …
B 81 55 90 100 22 82 92
1103
mgriffen
tapsite Claim 1
MCP server for web inspection, design system extraction, and accessibility audi…
B 81 44 71 N/A N/A 61 95 94
1104
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
1105
mcpware
pagecast Claim
Record any browser page as GIF or video via MCP
B 81 44 60 N/A N/A 78 95 94
1106
tolenonetwork
Toleno Network Claim
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
B 81 55 90 87 N/A 30 83 100
1107
avisangle
method-crm-mcp Claim
Production-ready MCP server for Method CRM API integration with 20 comprehensiv…
B 81 55 90 75 56 83 93
1108
alekspetrov
A Model Context Protocol implementation that enables AI assistants to interact …
B 81 54 88 58 N/A 72 89 99
1109
freema
mcp-jira-stdio Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 55 73 83 76 81 95
1110
VoCoufi
Captures and organizes structured markdown notes from Claude Code sessions with…
B 81 54 94 52 N/A 75 95 89
1111
FoodXDevelopment
Food data tools for any AI agent. Describe food in English, get structured data…
B 81 54 90 71 N/A 48 95 93
1112
skyforge-labs
Connects AI assistants to SkySpark and Haxall building automation systems by dy…
B 81 55 86 71 62 81 100
1113
cj-vana
claude-swarm Claim 3
MCP server for orchestrating parallel Claude Code worker swarms with protocol-b…
B 81 55 73 100 N/A 78 95 54
1114
ConechoAI
Nano-Banana-MCP Claim
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
B 81 55 96 71 49 81 100
1115
houtini-ai
seo-crawler-mcp Claim 1
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
B 81 55 96 100 N/A 64 92 40
1116
yeominux
md-feedback Claim
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
B 81 44 72 N/A N/A 60 95 95
1117
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
1118
ExpertVagabond
ibmz Claim
IBM Z mainframe MCP server - Key Protect HSM & z/OS
B 81 54 94 61 N/A 52 95 97
1119
tickory
Tickory MCP Server Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 55 78 71 76 83 98
1120
izumin5210
any-script-mcp Claim
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
B 81 54 90 60 N/A 68 87 96
1121
axelspringer
Snyk MCP REST Claim
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
B 81 55 92 72 57 80 97
1122
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
1123
GitHub30
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita au…
B 81 64 88 74 89 38 95 89
1124
joleyline
MCP Memory LibSQL Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 55 94 68 62 82 92
1125
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
1126
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
1127
nesquikm
rubber-duck Claim 1
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
B 81 54 100 57 N/A 90 68 92
1128
schwarztim
cimc-mcp Claim 2
An MCP server for managing standalone Cisco C-Series rack servers through the C…
B 81 55 73 100 48 81 98
1129
get-dx
DX MCP Server Claim
Enables AI applications to write and execute natural language queries on organi…
B 81 64 84 66 90 49 95 92
1130
AgiMaulana
HuaweiAppGalleryMcp Claim 1
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
B 81 44 78 N/A N/A 68 83 93
1131
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
1132
ucl-sbde
Tacit MCP Claim
Connects AI assistants to Tacit building digital twins to query buildings, equi…
B 81 54 94 70 53 92 88
1133 B 81 54 92 66 N/A 50 95 94
1134
Ansvar-Systems
namibian-law-mcp Claim 1
Namibia legislation via MCP -- full-text search across statutes and provisions
B 81 66 92 73 91 51 80 92
1135
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
1136
jcr82
Bruno MCP Server Claim 1
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
B 81 55 84 100 N/A 72 95 48
1137
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
1138
zzgael
Pedigree MCP Server Claim 1
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
B 81 55 90 58 77 83 95
1139
render-oss
render Claim
Interact with your Render resources via LLMs.
B 81 55 82 67 76 85 97
1140
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
1141
deployhq
Model Context Protocol (MCP) server for DeployHQ API integration
B 81 54 78 73 N/A 71 83 99
1142
synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts …
B 81 55 96 55 N/A 84 76 97
1143
devinvenable
MCP Talk Claim
A lightweight messaging system that enables real-time communication between dif…
B 81 55 86 91 N/A 22 95 94
1144
skullzarmy
vibealive Claim
B 81 54 84 65 N/A 76 90 92
1145
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
1146
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
1147
eric-tramel
zoty Claim
A lightweight MCP server that connects AI agents to a local Zotero library for …
B 81 55 68 82 N/A 65 95 95
1148
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
1149
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
1150
czottmann
kagi-ken-mcp Claim 1
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
B 81 55 82 73 74 83 94
Showing 1101–1150 of 30006 servers
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