MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2601
ofershap
Docker operations — manage containers, images, volumes, networks, and compose s…
B 77 55 55 100 N/A 53 95 77
2602
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2603
Augmented-Nature
AlphaFold-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 77 55 94 62 N/A 34 83 100
2604
Keeper-Security
KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermed…
B 77 54 88 43 N/A 67 92 95
2605
triptych
A server that provides access to the Opera Omnia collection of JSON datasets fo…
B 77 55 94 58 45 81 100
2606
localden
🔒 Reference MCP servers that demo how authentication works with the current Mod…
B 77 54 80 65 N/A 34 95 100
2607
promplate
hmr Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 66 84 90 52 56 81 92
2608
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2609
AungMyoKyaw
betterprompt-mcp Claim 1
MCP server for AI-enhanced prompt engineering and request conversion.
B 77 54 75 63 N/A 68 90 88
2610
kagisearch
kagimcp Claim
Official Kagi Search MCP Server.
B 77 55 76 70 56 85 93
2611
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2612
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
2613
adamgrzybowski
Enables integration with Google Tasks API to create and manage tasks through OA…
B 77 55 92 72 27 81 97
2614
ashenud
MySQL MCP Server Claim 1
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
B 77 55 84 100 47 81 58
2615
sosacrazy126
greptile-mcp Claim
greptile-mcp
B 77 55 78 72 47 81 99
2616
miottid
Todoist MCP Claim
Enables LLMs to interact with Todoist for comprehensive task and project manage…
B 77 55 86 65 49 81 96
2617
luarss
openroad-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
B 77 54 72 58 N/A 73 92 93
2618
lmanchu
Weather MCP Server Claim 1
Enables AI assistants to retrieve real-time weather data and 5-day forecasts fo…
B 77 55 90 100 57 81 46
2619
kumarprobeops
MCP server for running infrastructure diagnostics from 6 global regions. It pro…
B 77 54 72 72 57 82 100
2620
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2621
CryptoAPIs-io
mcp-market-data Claim 2
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
B 77 66 81 76 89 42 74 89
2622
Jing-yilin
Reddit MCP Server Claim
Enables access to Reddit data including posts, comments, user profiles, and sub…
B 77 55 94 62 42 81 94
2623
elchika-inc
Enables AI assistants to fetch comprehensive information about Maven packages f…
B 77 55 90 75 24 83 99
2624
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 55 92 56 58 80 94
2625
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
2626
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
2627
copyleftdev
fabric-atelier Claim
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
B 77 54 96 63 N/A 35 90 86
2628
nia-atavism
nia-link Claim 1
Automate web browsing and data extraction by converting live pages into clean M…
B 77 55 90 72 47 81 84
2629
xinrong-meng
Enables Claude to store and query personal finance transactions using semantic …
B 77 55 66 82 N/A 43 95 92
2630
Bigsy
maven-mcp-server Claim 1
An MCP (Model Context Protocol) server that provides tools for checking Maven d…
B 77 55 90 100 52 83 44
2631
smith-nathanh
Oracle MCP Server Claim
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
B 77 55 92 63 45 81 94
2632
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2633
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2634
esinecan
Enables LLMs to inspect and test other MCP servers by listing and calling their…
B 77 55 90 65 52 82 90
2635
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2636
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2637
5p00kyy
Seafile MCP Server Claim 1
Enables AI assistants to interact with Seafile cloud storage for managing self-…
B 77 55 88 68 43 82 97
2638
benpm
LLDB MCP Server Claim 1
Provides structured debugging capabilities through LLDB, enabling AI assistants…
B 77 55 72 82 N/A 43 95 84
2639
akhilthomas236
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
B 77 55 84 68 46 82 95
2640
bsim0927
Enables interaction with the TexasSolver poker solver to run game theory optima…
B 77 54 96 58 N/A 24 95 94
2641
bababoi-bibilabu
agent-mq Claim
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
B 77 55 72 70 63 82 95
2642
agenticstore
agentic-store-mcp Claim 1
A collection of self-hosted, open-source tools that enable AI agents to perform…
B 77 55 66 100 53 81 79
2643
multiluca2020
Provides structured sequential thinking capabilities for AI assistants to break…
B 77 55 78 100 N/A 50 95 47
2644
ngeojiajun
Code Snippet Server Claim 1
A MCP server for managing and storing code snippets in various programming lang…
B 77 55 69 100 N/A 47 95 63
2645
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 55 84 66 49 81 100
2646
openpharma-org
PubMed MCP Server Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 55 94 60 52 82 91
2647
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
2648
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 55 75 71 57 82 99
2649
eaisdevelopment
mcp-multi-edit Claim 1
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
B 77 55 90 100 N/A 42 95 39
2650
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
Showing 2601–2650 of 67181 servers
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