MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2551
miroslawfranek
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
B 77 55 90 57 61 81 92
2552
kevinwatt
SearXNG MCP Server Claim
This server provides a privacy-focused meta search capability by integrating mu…
B 77 55 94 82 N/A 54 95 46
2553
Philip-Walsh
Provides live weather data and forecasts for any location worldwide through bot…
B 77 55 96 72 17 81 100
2554
FinishKit
mcp Claim 1
FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment block…
B 77 54 78 71 N/A 58 83 93
2555
Null-Phnix
Provides Claude with full access to Apple Calendar on macOS for event managemen…
B 77 55 90 100 N/A 30 95 51
2556
gregario
astronomy-oracle Claim
Astronomical catalog data and observing session planner. 13,000+ objects from O…
B 77 54 66 63 N/A 74 95 93
2557
arian-gogani
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
B 77 44 72 N/A N/A 35 95 96
2558
Gitmaxd
A Model Context Protocol server that enables AI assistants to create, update, a…
B 77 55 85 68 47 82 93
2559
sanjaynela
House Rules Claim
Provides reusable AI assistant behavior rules as prompts and automatic git repo…
B 77 55 90 100 N/A 27 95 53
2560
back1ply
agent-skill-loader Claim
Dynamically load Claude Code skills into AI agents without copying files.
B 77 54 66 60 N/A 67 95 98
2561
shruti-jn
openemr-mcp Claim 2
An MCP server that connects AI assistants to OpenEMR instances to manage patien…
B 77 54 63 63 77 90 100
2562
morinokami
astro-mcp Claim
MCP server to support Astro project development
B 77 54 74 56 N/A 74 86 100 AS
2563
he-yang
The Excel to JSON MCP provides a standardized interface for converting Excel an…
B 77 55 78 100 31 81 79
2564
charlesmuchene
pref-editor Claim 1
Pref Editor is a tool for viewing and editing Android app preferences during de…
B 77 55 74 100 60 87 55
2565
RichardDillman
SEO Audit MCP Server Claim 1
Provides comprehensive technical SEO auditing tools including page analysis, si…
B 77 55 90 100 N/A 29 95 50
2566
frahman5
Bitso MCP Server Claim 1
Enables access to Bitso cryptocurrency exchange data through comprehensive with…
B 77 55 84 67 52 82 93
2567
cloudwarriors-ai
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
B 77 55 96 71 32 82 90
2568
kerlos
Elysia MCP Plugin Claim 1
A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) serve…
B 77 55 90 62 55 81 91
2569
markacianfrani
An MCP server that allows coding agents to look up contextual rules and pattern…
B 77 66 69 100 85 22 81 93
2570
spectra-g
engram Claim
MCP adapter for Engram - organizational memory for AI agents
B 77 54 78 61 N/A 60 94 90
2571
zencoderai
Slack Claim
Interact with Slack Workspaces over the Slack API. Supports stdio and Streamabl…
B 77 54 72 68 N/A 49 95 96
2572
f
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
B 77 66 78 84 92 34 69 92
2573
stinkgen
Trino MCP Server Claim 1
Provides AI models with structured access to Trino's distributed SQL query engi…
B 77 55 74 82 45 81 94
2574
ggc180820
mcp-keyward Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 44 78 N/A N/A 21 95 99
2575
Lee-Becky
mcp-google-ads Claim
B 77 54 76 66 N/A 44 95 95
2576
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2577
Alexander-Herranz
Provide standardized access to comprehensive cryptocurrency market data, exchan…
B 77 55 74 82 N/A 53 81 90
2578
SimplyMinimal
fleet-mcp Claim 3
An MCP server that provides tools for managing and monitoring your Fleet Device…
B 77 54 65 71 N/A 82 83 88
2579
namanxajmera
Reddit Scraper Claim
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
B 77 54 78 51 N/A 68 95 94
2580
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
2581
nnemirovsky
iwdp-mcp Claim
iOS Safari debugging via ios-webkit-debug-proxy — MCP server with full WebKit I…
B 77 54 72 50 N/A 73 95 99
2582
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 54 94 43 N/A 78 90 79
2583
GutMutCode
Cloudflare MCP Server Claim 1
An MCP server that allows using natural language to manage Cloudflare resources…
B 77 55 81 67 53 81 96
2584
glaksmono
finbud-data-mcp Claim
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
B 77 55 86 47 70 83 100
2585
kagisearch
kagimcp Claim
Official Kagi Search MCP Server.
B 77 55 76 70 56 85 93
2586
abreed05
Provides instant access to authoritative security documentation from organizati…
B 77 55 90 75 N/A 45 95 65
2587
KaranThink41
Post messages to Google Chat spaces effortlessly using webhooks. Integrate seam…
B 77 55 90 65 N/A 41 81 100
2588
SaraHan774
Enables the management of a technical terminology glossary within an Obsidian v…
B 77 55 84 100 N/A 24 90 68
2589
triptych
A server that provides access to the Opera Omnia collection of JSON datasets fo…
B 77 55 94 58 45 81 100
2590
Ophecy
MariaDB MCP Server Claim
Enables querying local MariaDB and MySQL databases with optimized output format…
B 77 54 84 57 N/A 46 95 95
2591
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 54 84 62 N/A 45 92 97
2592
ofershap
docker Claim 2
MCP server for Docker — manage containers, images, volumes, and compose service…
B 77 55 55 100 N/A 53 95 77
2593
ikoskela
Wisepanel Claim
Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publ…
B 77 54 90 61 N/A 50 83 94
2594
miottid
Todoist MCP Claim
Enables LLMs to interact with Todoist for comprehensive task and project manage…
B 77 55 86 65 49 81 96
2595
ChiragPatankar
An AI-powered server that provides rapid debugging of server logs with actionab…
B 77 55 94 58 52 81 95
2596
roquevaamonde
YouTube MCP Claim
Enables searching for songs on YouTube and automatically playing them in a web …
B 77 55 90 68 49 80 92
2597
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2598
NastyRunner13
Enables AI assistants to search YouTube for videos, channels, and playlists whi…
B 77 55 88 71 39 82 94
2599
otc-ai
mcp-otc Claim 2
Fork from Etherscan dedicated for chain-id 175
B 77 55 94 62 38 82 100
2600
spideynolove
Sequential Thinking MCP server follows First principle thinking framework
B 77 54 90 58 N/A 41 92 94
Showing 2551–2600 of 30006 servers
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