MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
Azure-Samples
A remote MCP server (Node.js/TypeScript) deployed on Azure Container Apps that …
B 82 54 78 75 61 95 100
552
marlinjai
email-mcp Claim
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph)…
B 82 55 76 82 75 95 82
553
Jaden-JJH
Detect live website vulnerabilities and security flaws in GitHub repositories u…
B 82 55 75 100 50 81 95
554
JaviMaligno
postgres_mcp Claim
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
B 82 54 100 62 N/A 47 92 98
555
lyeslabs
mcpgen Claim
Generate Go MCP server boilerplate from OpenAPI 3 specifications
B 82 54 94 52 N/A 68 95 98
556
Golrigames
Provides access to French Roller Derby rules documentation, enabling search acr…
B 82 54 92 55 N/A 66 94 100
557
darekrossman
contentstack-mcp Claim
contentstack-mcp
B 82 55 94 72 66 80 91
558
microsoft
DebugMCP Claim
Enables AI agents to debug code inside VS Code by setting breakpoints, stepping…
B 82 54 84 62 N/A 73 94 98
559
spences10
mcp-jinaai-reader Claim
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Read…
B 82 54 90 71 N/A 52 95 95
560
spences10
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
B 82 54 90 76 56 90 91
561
calebl
YNAB MCP Server Claim 2
A Model Context Protocol server that enables AI-powered interaction with YNAB (…
B 82 55 69 100 76 81 86
562
gogogadgetbytes
planka Claim 3
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
B 82 55 75 100 N/A 48 83 95
563
tekkidev
mcpstat Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
B 82 54 86 52 N/A 81 95 96
564
ukkit
memcord Claim 1
A MCP server that keeps your chat history organized and searchable—with AI-powe…
B 82 54 85 68 N/A 75 90 91
565
Nam0101
android-mcp-toolkit Claim 1
A growing collection of MCP tools for Android Development. Currently features a…
B 82 55 82 100 N/A 54 95 67
566
staskh
trading-skills Claim
Provides 32 trading analysis tools for AI-powered market analysis, including re…
B 82 55 62 82 72 95 100
567
Dazlarus
Enables autonomous coding agents to escalate complex technical questions to Cha…
B 82 54 96 68 N/A 52 90 96
568
brettbergin
A security-focused server that integrates with Cursor IDE to provide real-time …
B 82 55 96 72 56 81 99
569
eddmann
intervals-icu-mcp Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 55 66 100 46 94 95
570
schlpbch
Provides Swiss Aare river swimming data including water temperature, flow rates…
B 82 66 86 82 89 53 84 91
571
devhelmhq
DevHelm MCP Server Claim
A public, stateless MCP server designed to demonstrate recording, replaying, an…
B 82 66 86 86 92 33 83 98
572
andybrandt
mcp-simple-timeserver Claim 1
An MCP server that allows checking local time on the client machine or current …
B 82 66 81 86 86 53 80 96
573
call518
MCP-MySQL-Ops Claim 1
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …
B 82 55 82 74 N/A 58 95 94
574
dan1d
mercadolibre-mcp Claim
MercadoLibre marketplace integration for AI agents. Search products, get item d…
B 82 55 76 100 69 81 82
575
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
576
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
577
barecommerce-core
BareMCP Claim
Enables AI assistants to manage BareCommerceCore e-commerce stores through 46 t…
B 82 55 100 75 51 81 92
578
khalidsaidi
A2ABench Claim 1
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
B 82 66 67 86 97 62 81 98
579
jay-trivedi
amazon_sp_mcp Claim 1
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
B 82 54 100 63 N/A 40 94 100
580
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
581
mikechao
metmuseum-mcp Claim
Metropolitan Museum of Art Collection API integration to search and display art…
B 82 55 90 62 78 82 96
582
hendrickcastro
MCPQL Claim
A comprehensive Model Context Protocol server for SQL Server database operation…
B 82 55 96 66 64 80 100
583
GLips
Give your coding agent access to your Figma data. Implement designs in any fram…
B 82 54 84 70 N/A 88 83 87
584
Ansvar-Systems
ugandan-law-mcp Claim 1
Uganda legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 92 51 80 94
585
dsouza-anush
Exa MCP Server Claim 1
Enables AI assistants to perform real-time web searches, company research, cont…
B 82 66 86 80 96 49 80 90
586
Ansvar-Systems
thailand-law-mcp Claim
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
B 82 54 75 93 N/A 48 95 93
587
clouatre-labs
Educational MCP server for math operations, statistics, visualization, and pers…
B 82 66 71 92 89 60 81 96
588
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
589
NsLookup-io
Provides comprehensive tools for real-time DNS queries across 53 record types, …
B 82 66 75 96 91 37 81 99
590
Anarkh-Lee
Universal DB MCP Claim 1
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
B 82 55 90 72 85 82 83
591
sandraschi
Provides unified control for both physical robots (ROS-based like Moorebot Scou…
B 82 55 90 82 69 81 82
592
laurigates
FoundryVTT MCP Server Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 55 85 67 83 81 94
593
FlowLLM-AI
Finance MCP Claim 2
Enables financial research and analysis through AI agents that combine web sear…
B 82 55 88 100 69 81 65
594
BlockRunAI
blockrun-mcp Claim 2
Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per …
B 82 55 88 82 N/A 52 95 85
595
yantrikos
YantrikDB MCP Claim
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
B 82 44 72 68 95 92
596
HitTheRoad-Git
Search campervans and motorhomes worldwide. 300+ rental companies. AU, NZ, US, …
B 82 66 94 80 99 23 81 94
597
idapixl
algora-mcp-server Claim
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
B 82 55 94 100 30 81 85
598
sitbon
magg Claim
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomo…
B 82 55 92 68 76 76 97
599
Dynamic-Mockups
Dynamic Mockups Claim 1
Enables AI assistants to generate product mockups by integrating with the Dynam…
B 82 66 92 81 87 48 81 93
600
kenneives
Translates design tokens between platforms — extract from Tailwind, CSS, Figma,…
B 82 54 84 58 N/A 86 90 98
Showing 551–600 of 66394 servers
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