MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3151
Kapeli
dash-mcp-server Claim
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
B 76 54 66 65 N/A 54 95 96
3152
joemccann
xAI MCP Server Claim 1
Integrates xAI's Grok APIs into Claude Code to enable image and video generatio…
B 76 55 100 100 30 81 44
3153
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3154
newideas99
RAT MCP Server Claim 1
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
B 76 55 90 68 45 81 87
3155
JochenYang
Luma MCP Claim
Multi-model vision understanding MCP server that provides unified image analysi…
B 76 54 60 65 N/A 78 92 91
3156
rubenayla
partle-mcp Claim
Search products and stores in nearby physical stores. Find what you need locall…
B 76 55 70 86 43 81 93
3157
erichung9060
Android Mobile MCP Claim
Enables AI agents to interact with Android devices through UI manipulation, scr…
B 76 55 60 82 N/A 38 95 98
3158
boezzz
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
B 76 55 80 71 42 81 99
3159
skywinder
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
B 76 55 66 68 66 81 100
3160
browserstack
mcp-server Claim 1
BrowserStack's Official MCP Server
B 76 55 68 82 N/A 78 95 55
3161
adhikasp
mcp-client-cli Claim
A simple CLI to run LLM prompt and implement MCP client.
B 76 54 84 41 N/A 71 95 91
3162
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3163
lkm1developer
HubSpot MCP Server Claim
A server implementation that enables AI assistants to interact with HubSpot CRM…
B 76 55 78 66 48 82 99
3164
fyllepo
qubic-mcp Claim 1
MCP server for the Qubic cryptocurrency — enabling AI assistants to interact wi…
B 76 54 63 61 78 90 95
3165
tommertron
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
B 76 54 90 67 N/A 19 90 96
3166
nqmn
Enables SSH remote access to servers through Claude, allowing users to execute …
B 76 55 90 63 38 81 95
3167
Intelligent-Internet
Exposes Gemini CLI's built-in tools and external MCP proxies through a unified …
B 76 55 84 68 48 76 98
3168
florinel-chis
Provides instant, offline access to complete Shopify Liquid documentation (198 …
B 76 55 66 82 51 81 98
3169
markswendsen-code
KFC MCP Server Claim 2
An MCP server that enables users to interact with KFC's online ordering system …
B 76 54 85 62 N/A 30 90 99
3170
waspeer
Tweek MCP Server Claim 1
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
B 76 55 77 73 45 82 99
3171
groxaxo
ZAI MCP Server Claim
Provides web search, content extraction, and AI summarization capabilities usin…
B 76 55 94 47 50 81 100
3172
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
3173
elhamid
llm-council Claim
Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: par…
B 76 54 84 68 N/A 37 89 92
3174
ousepachn
Provides read-only access to Beehiiv newsletter analytics data including public…
B 76 55 78 68 48 81 100
3175
mattintech
pyBTMCP Claim
A BLE fitness device simulator that enables AI agents to control simulated hear…
B 76 55 96 61 27 81 100
3176
addozhang
nexus Claim
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
B 76 54 88 71 N/A 29 83 94
3177
redis
mcp-redis-cloud Claim
Manage your Redis Cloud resources effortlessly using natural language. Create d…
B 76 55 84 62 45 85 97
3178
pto-agi
PTO MCP Server Claim 1
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
B 76 66 84 66 90 30 80 95
3179
treza-labs
treza Claim
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
B 76 55 68 73 N/A 65 82 95
3180
gabrielalmir
Animagine MCP Claim
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
B 76 54 88 58 N/A 43 92 92
3181
huegli
Capture Win MCP Claim 1
Enables AI assistants to interact with macOS windows through yabai, providing w…
B 76 55 78 100 N/A 42 95 51
3182
Tairon-ai
Provides a comprehensive robotics information hub with details on frameworks li…
B 76 54 80 58 N/A 47 92 97
3183
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3184
antbotlab
mac-use-mcp Claim
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
B 76 54 62 66 N/A 64 95 96
3185
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 55 84 62 47 80 100
3186
madorn
Bond MCP Server Claim
Enables AI assistants to control Bond Bridge smart home devices including ceili…
B 76 54 72 71 N/A 37 95 97
3187
theupriser
Traefik MCP Server Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 55 78 68 50 82 97
3188
nunolima
Searchable access to GitLab documentation from multiple repositories with full-…
B 76 55 62 82 N/A 45 95 92
3189
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3190
VictoriaMetrics
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
B 76 54 69 66 N/A 73 83 94
3191
xpzouying
MCP for xiaohongshu.com
B 76 54 62 68 N/A 65 90 95
3192
MubarakHAlketbi
Game Asset Generator Claim 1
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
B 76 55 81 65 48 81 100
3193
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3194
eficode
Connects Agileday's competence and employee data with LLMs, enabling natural la…
B 76 55 86 63 43 81 99
3195
tavily-ai
Tavily MCP Server Claim 2
Enable real-time web search and data extraction capabilities.
B 76 55 79 100 N/A 58 87 43
3196
ofershap
mcp-server-scraper Claim 1
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
B 76 55 72 100 55 95 50
3197
vedantparmar12
A sophisticated server that enables AI assistants to automatically analyze code…
B 76 55 78 66 60 81 91
3198
FusionpactTech
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, M…
B 76 54 90 28 N/A 78 95 90
3199
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3200
Noacodenoobe
Draw.io MCP Server Claim
Enables programmatic creation and management of draw.io diagrams through MCP to…
B 76 54 78 56 N/A 52 95 96
Showing 3151–3200 of 59573 servers
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