MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2101
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2102
saucelabs
sauce-api-mcp Claim
An open-source MCP server that provides LLM access to the Sauce Labs API
B 78 54 74 66 N/A 68 87 95
2103
iFurySt
RedNote MCP Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 54 70 71 N/A 69 95 86
2104
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
2105
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
2106
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2107
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 55 86 57 69 81 99
2108
phxdev1
archy Claim
archy
B 78 55 84 71 49 81 98
2109
jerryliu816
GlassCloud Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
B 78 55 90 63 50 80 98
2110
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
2111
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
2112
hi5d
AMC MCP Server Claim
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
B 78 55 78 82 39 81 99
2113
Stefan-Nitu
MCP Xcode Claim
Enables AI assistants to build, test, run, and manage Apple platform projects (…
B 78 54 78 61 N/A 57 95 94
2114
kdoooh000h
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
B 78 54 90 63 N/A 43 90 92
2115
bluwork
Scout your PostgreSQL databases with AI - safety features, monitoring, and data…
B 78 54 80 65 N/A 50 95 93
2116
winfunc
Provides security scanning of code snippets, codebases, and code changes via th…
B 78 55 62 82 57 95 92
2117
ExpertVagabond
ordinals Claim 3
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
B 78 55 90 100 N/A 73 70 47
2118
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2119
svnscha
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
B 78 54 71 61 N/A 97 80 92
2120
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2121
w8s
w8s-astro-mcp Claim 1
A personal astrological server that provides high-precision tools for generatin…
B 78 55 66 91 N/A 45 95 85
2122
williamzujkowski
Strudel MCP Server Claim 2
Enables AI-powered music generation and live coding by providing direct control…
B 78 55 96 57 N/A 84 95 55
2123
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2124
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2125
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2126
symgraph
IDAssistMCP Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
B 78 54 80 57 N/A 62 94 93
2127
vishalkg
Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…
B 78 55 76 82 N/A 32 95 91
2128
levz0r
html-to-markdown-mcp Claim 2
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
B 78 55 75 100 N/A 62 92 53
2129
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2130
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2131
RuKapSan
Railway MCP Server Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 78 55 78 100 53 95 55
2132
opendedup
Transforms high-level business intents into structured Data Product Requirement…
B 78 55 96 58 44 82 100
2133
ai-naming-standard
Enables automatic generation and validation of standardized file names using AI…
B 78 55 90 100 N/A 45 95 44
2134
cleburn
aegis-mcp Claim
Runtime governance enforcement for AI agents. Zero token overhead.
B 78 54 84 63 N/A 57 88 96
2135
drfccv
mcp-server-12306 Claim 1
An MCP server that provides 12306 ticket query
B 78 55 69 91 N/A 57 95 74
2136
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2137
RoleModel
optics-mcp Claim 1
MCP Server for Optics Design System documentation and token usage.
B 78 54 71 52 N/A 77 95 98
2138
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2139
krulewis
tokencast Claim
Pre-execution cost estimation for LLM agent workflows with calibration learning
B 78 44 67 N/A N/A 51 95 96
2140
Coding-Solo
godot-mcp Claim 2
A MCP server for interacting with the Godot game engine, providing tools for ed…
B 78 54 81 58 N/A 59 90 100
2141
bradleygolden
HexDocs MCP Claim
Provides semantic search capabilities for Hex package documentation using AI em…
B 78 54 76 60 N/A 74 92 90
2142
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
2143
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 54 88 60 N/A 52 95 88
2144
CryptoAPIs-io
mcp-contracts Claim 2
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
B 78 66 81 76 94 42 74 89
2145
markusvankempen
IBM Maximo Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 55 94 83 N/A 70 78 56
2146
xiaobenyang-com
calculator Claim 1
A fully functional calculator server based on Model Context Protocol (MCP), pro…
B 78 64 78 80 84 45 95 78
2147
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
2148
antvis
mcp-server-antv Claim 1
🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…
B 78 54 75 65 N/A 68 95 88
2149
cesco345
Search, book, and manage scientific research equipment across 500+ STEM core fa…
B 78 66 78 86 93 23 81 92
2150
jhigh1594
AgilePlace MCP Server Claim 1
Enables AI assistants to interact with AgilePlace for comprehensive project man…
B 78 55 88 82 52 81 76
Showing 2101–2150 of 66402 servers
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