MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2051
rdwj
MCP Test MCP Claim 1
A specialized testing harness that enables AI assistants to thoroughly test oth…
B 78 55 86 82 41 81 91
2052
ayeletstudioindia
Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…
B 78 55 86 68 47 81 99
2053
Im-Hal-9K
Capacities-MCP-Plus Claim 1
An enhanced MCP server for the Capacities knowledge management app. Features …
B 78 54 78 67 N/A 52 91 95
2054
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2055
siva-sub
Ghost CMS MCP Server Claim 1
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
B 78 55 90 67 49 80 97
2056
morsa-dev
mb-mcp Claim
A standalone Node.js MCP server designed for Memory Bank workflows that enables…
B 78 55 69 100 38 81 94
2057
ArqosLabs
FilDOS MCP Server Claim
Enables AI agents to autonomously manage files on the Filecoin decentralized ne…
B 78 55 90 70 47 76 98
2058
khughitt
A Model Context Protocol server that allows displaying messages via polybar sta…
B 78 55 69 100 N/A 32 95 80
2059
thhart
Log MCP Server Claim 1
Enables AI assistants to automatically inspect and analyze application runtime …
B 78 55 84 91 N/A 69 95 45
2060
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2061
google-marketing-solutions
Enables Large Language Models to interact with Google Ads API for querying camp…
B 78 54 72 58 75 95 95
2062
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2063
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2064
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
2065
HaithamOumerzoug
Keycloak MCP Server Claim 1
A Model Context Protocol server that enables management of Keycloak users and r…
B 78 55 79 67 64 81 100
2066
gosodax
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
B 78 66 75 70 89 49 81 99
2067
AIYA861202
Figma MCP Server Claim
Enables AI assistants like Cursor to interact with Figma designs programmatical…
B 78 54 78 67 N/A 42 95 100
2068
Nipurn123
DuckDuckGo MCP Server Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 55 94 62 48 80 100
2069
onemarc
GitHub Actions Model Context Protocol Server that allows you to create, manage,…
B 78 55 100 71 31 81 92
2070
ElonJask
Reqable MCP Server Claim 2
Exposes local Reqable network capture traffic to MCP clients for real-time moni…
B 78 55 68 82 N/A 64 92 80
2071
OrionPotter
Enables AI assistants to interact with Meilisearch through a standardized inter…
B 78 55 88 100 56 80 51
2072
supermemoryai
Apple MCP Server Claim
Enables interaction with Apple apps like Messages, Notes, and Contacts through …
B 78 55 90 58 N/A 66 76 97
2073
Pandoll-AI
Draw-it-MCP Claim
A browser-based drawing application with AI integration that enables Claude to …
B 78 54 94 50 N/A 47 95 96
2074
punkpeye
mcp-ping Claim
Pings a host and returns the result
B 78 54 74 55 N/A 65 95 100
2075
yujiseok
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…
B 78 44 60 N/A N/A 67 95 93
2076
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2077
lasso-security
mcp-gateway Claim
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
B 78 54 96 33 N/A 74 91 98
2078
blockrunai
blockrun-mcp Claim 1
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. …
B 78 55 88 72 50 80 90
2079
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
2080
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
2081
victorgulchenko
Mimiq MCP Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
B 78 66 84 66 95 42 81 89
2082
Zabaca
Pane Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
B 78 54 90 70 N/A 26 95 96
2083
0xBigBoss
Tilt MCP Server Claim
Enables AI assistants to interact with Tilt development workflows, including mo…
B 78 55 96 60 42 81 99
2084
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
2085
vrllrv
junto-mcp Claim
Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…
B 78 54 84 61 50 95 93
2086
bluwork
Scout your PostgreSQL databases with AI - safety features, monitoring, and data…
B 78 54 80 65 N/A 50 95 93
2087
pellax
Provides secure access to Kali Linux security tools through a dockerized enviro…
B 78 55 80 82 N/A 22 95 95
2088
oOo0oOo
Lean LSP MCP Claim 2
Enables LLM agents to interact with the Lean theorem prover through the Languag…
B 78 55 80 100 75 81 46
2089
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2090
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 55 90 63 53 81 97
2091
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2092
dp-veritas
Obsidian MCP Tools Claim 1
A read-only toolkit for searching and analyzing Markdown note directories and O…
B 78 54 88 65 N/A 49 90 90
2093
iFurySt
RedNote MCP Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 54 70 71 N/A 69 95 86
2094
Neksi11
Ruledex Claim
MCP Server which can get your AI's to Code in an Production level state.
B 78 54 90 70 N/A 32 89 95
2095
kdoooh000h
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
B 78 54 90 63 N/A 43 90 92
2096
cesco345
Search, book, and manage scientific research equipment across 500+ STEM core fa…
B 78 66 78 86 93 23 81 92
2097
hqn21
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
B 78 55 72 70 N/A 72 81 97
2098
rog0x
mcp-cache-tools Claim
Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…
B 78 44 76 40 95 91
2099
GoneTone
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
B 78 54 72 72 N/A 72 83 94
2100
merajmehrabi
Puppeteer MCP Server Claim 1
Enables browser automation with Puppeteer, supporting navigation, form interact…
B 78 55 90 82 N/A 71 95 43
Showing 2051–2100 of 66402 servers
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