MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3601
gptcompany
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
B 76 5⁄5 ◉ ⏳ 96 100 — 50 80 39
3602
arben-adm
This server facilitates structured problem-solving by breaking down complex iss…
B 76 5⁄5 ◉ ⏳ 60 82 — 61 81 95
3603
Vasanthadithya-mundrathi
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
B 76 5⁄5 ◉ ⏳ 94 100 N/A 26 95 41
3604
SolonaBot
Gmail MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to search, read, and…
B 76 5⁄5 ◉ ⏳ 77 77 — 52 80 89
3605
matracey
my-mcp-server ⚡ Claim
A TypeScript starter template for building Model Context Protocol (MCP) servers…
B 76 5⁄4 ◉ ⏳ 66 55 N/A 65 95 100
3606
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 5⁄4 ◉ ⏳ 92 58 N/A 23 95 97
3607
rwapipe
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
B 76 5⁄5 ◉ ⏳ 94 91 — 29 82 66
3608
WaltXin
Provides tools to fetch and analyze credit card data with filtering options for…
B 76 6⁄6 ◉ ⏳ 72 86 96 30 81 79
3609
SayreBlades
MCP Web Tools ⚡ Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 5⁄4 ◉ ⏳ 94 56 N/A 24 95 97
3610
BACH-AI-Tools
Provides tools to search and retrieve news across various categories including …
B 76 5⁄5 ◉ ⏳ 56 100 — 45 78 95
3611
bitflux-ai
BitFlux MCP Server ⚡ Claim
Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pr…
B 76 5⁄5 ◉ ⏳ 84 60 — 55 80 97
3612
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 5⁄4 ◉ ⏳ 88 58 N/A 46 90 90
3613
maverickg59
SushiMCP ⚡ Claim 1
sushimcp
B 76 5⁄5 ◉ ⏳ 84 100 — 47 81 53
3614
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 5⁄5 ◉ ⏳ 84 65 — 45 81 95
3615
jachy-h
Jachy MCP Server ⚡ Claim
A centralized automation hub that provides a unified interface for AI agents to…
B 76 5⁄5 ◉ ⏳ 84 75 — 30 81 97
3616
mcp-open-data-hk
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
B 76 5⁄5 ◉ ⏳ 70 74 — 61 81 91
3617
BearThreat
Imagen ⚡ Claim
Image generation
B 76 5⁄4 ◉ ⏳ 90 68 — 27 90 90
3618
IBM
A comprehensive MCP server for querying historical maritime shipping records, v…
B 76 5⁄5 ◉ ⏳ 60 74 — 73 81 99
3619
ideook
Revit MCP Server ⚡ Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 5⁄5 ◉ ⏳ 66 100 N/A 38 95 70
3620
xiaolaa2
ableton-copilot-mcp ⚡ Claim 2
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
B 76 5⁄5 ◉ ⏳ 61 82 N/A 77 87 75
3621
wolfyy970
Enables LLMs to autonomously retrieve and explore web content by fetching pages…
B 76 5⁄5 ◉ ⏳ 90 65 — 43 80 94
3622
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 5⁄5 ◉ ⏳ 90 57 — 48 81 99
3623
pab1it0
chess-mcp ⚡ Claim
Access Chess.com player data, game records, and other public information throug…
B 76 5⁄5 ◉ ⏳ 82 43 — 71 84 100
3624
huegli
Capture Win MCP ⚡ Claim 1
Enables AI assistants to interact with macOS windows through yabai, providing w…
B 76 5⁄5 ◉ ⏳ 78 100 N/A 42 95 51
3625
florianbuetow
IMAP Mini MCP ⚡ Claim
A lightweight MCP server for interacting with IMAP email accounts to read messa…
B 76 5⁄5 ◉ ⏳ 90 62 — 39 82 97
3626
reeeeemo
ancestry-mcp ⚡ Claim 1
Allows the AI to read .ged files and genetic data
B 76 5⁄4 ◉ ⏳ 84 56 N/A 50 89 95
3627
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 5⁄5 ◉ ⏳ 86 61 — 45 81 99
3628
GongRzhe
A2A MCP Server ⚡ Claim 1
A bridge server that enables MCP-compatible AI assistants like Claude to seamle…
B 76 5⁄5 ◉ ⏳ 72 82 — 45 81 92
3629
yfedoseev
fossil-mcp Claim
The code quality toolkit for the agentic AI era. Find dead code, clones, and sc…
B 76 5⁄5 ◉ ⏳ 96 25 N/A 82 83 96
3630
BPN-Solutions
VibeCheck MCP Server ⚡ Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 5⁄5 ◉ ⏳ 90 61 — 47 81 91
3631
theupriser
Traefik MCP Server ⚡ Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 5⁄5 ◉ ⏳ 78 68 — 50 82 97
3632
Jordan-Horner
symbols Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
B 76 5⁄4 ◉ ⏳ 94 25 N/A 69 95 98
3633
xARSENICx
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
B 76 5⁄5 ◉ ⏳ 84 100 N/A 24 95 55
3634
Kapeli
dash-mcp-server ⚡ Claim
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
B 76 5⁄4 ◉ ⏳ 66 65 N/A 54 95 96
3635
massgen
MassGen ⚡ Claim
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
B 76 5⁄4 ◉ ⏳ 90 25 N/A 70 95 100
3636
captjt
godoc-mcp ⚡ Claim
Provides real-time access to Go package documentation, function signatures, and…
B 76 5⁄5 ◉ ⏳ 86 61 — 44 81 100
3637
0xbrainkid
agentfolio-mcp-server ⚡ Claim 2
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
B 76 5⁄5 ◉ ⏳ 75 60 N/A 66 82 100
3638
es6kr
Claude Code Session Manager
B 76 5⁄4 ◉ ⏳ 90 51 N/A 37 92 100
3639
jackyckma
Medium MCP Server ⚡ Claim 1
A browser-based solution that enables programmatic interaction with Medium's co…
B 76 5⁄4 ◉ ⏳ 76 62 N/A 55 90 94
3640
portel-dev
Photon MCP Server ⚡ Claim 1
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
B 76 5⁄4 ◉ ⏳ 96 46 — 92 87 62
3641
tofunori
MCP Jupyter Complete ⚡ Claim 1
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
B 76 5⁄5 ◉ ⏳ 75 78 N/A 28 95 90
3642
goldbergyoni
test-coverage-mcp ⚡ Claim 1
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
B 76 5⁄5 ◉ ⏳ 78 100 N/A 45 92 51
3643
nvasilevv
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
B 76 6⁄6 ◉ ⏳ 78 79 86 41 81 83
3644
muammar-yacoob
Unity MCP ⚡ Claim
Provides real-time control of Unity Editor through natural language commands. E…
B 76 5⁄4 ◉ ⏳ 66 58 N/A 67 95 96
3645
kevinlin
Enables AI-guided spec-driven development workflow that transforms ideas into i…
B 76 5⁄5 ◉ ⏳ 90 83 N/A 33 95 62
3646
hlydecker
ucsc-genome-mcp ⚡ Claim 1
MCP server to interact with the UCSC Genome Browser API, letting you find genom…
B 76 5⁄5 ◉ ⏳ 96 56 — 42 82 93
3647
Sacode
SearxNG MCP Server ⚡ Claim
Provides web search capabilities using SearxNG, allowing AI assistants like Cla…
B 76 5⁄5 ◉ ⏳ 82 60 — 60 83 92
3648
AbdallahAHO
Connects AI assistants to Lokalise translation management platform with 59 tool…
B 76 5⁄5 ◉ ⏳ 82 51 — 78 81 92
3649
MubarakHAlketbi
Game Asset Generator ⚡ Claim 1
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
B 76 5⁄5 ◉ ⏳ 81 65 — 48 81 100
3650
designly1
MCPMem ⚡ Claim
Enables AI assistants to store and retrieve memories with semantic search capab…
B 76 5⁄5 ◉ ⏳ 94 51 — 44 81 100
Showing 3601–3650 of 69007 servers
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