MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52451
AiAgentKarl
MCP server giving AI agents access to global supply chain and trade data from U…
52452
l0kifs
Analyzes Python project structure by exploring directory trees, extracting outl…
N/A N/A
52453
MauroDruwel
Connect Claude and other MCP clients to your Smartschool account to ask about g…
52454
graph-memory
graphmemory Claim
An MCP server that builds a semantic graph memory from a project directory, ind…
N/A N/A
52455
aakashns
Provide comprehensive due diligence support by integrating various data sources…
N/A N/A 95
52456
hktari
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
N/A N/A
52457
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
52458
mwbidwell
Build forms, manage responses, and run AI analysis via the BionicForms API.
N/A N/A 83
52459
fieldcure
essentials Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
N/A N/A
52460
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
52461
valentin-harrang
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
N/A N/A
52462
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A 90
52463
honeyvig
WavespeedMCP Claim
An MCP server that provides a standardized interface for accessing WaveSpeed AI…
52464
ruchit
gsc Claim
N/A N/A 95
52465
1126misakp
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
52466
MaxRadzey
swag Claim
Enables agents to browse a catalog of OpenAPI specs, search for operations, and…
52467
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
52468
abdallah-nasir
Enables interaction with Google NotebookLM through a real Chrome browser, allow…
52469
daleweaver1981
dealflow-mcp Claim
50 AI prompts for real estate investors — BRRRR, flips, multifamily
N/A N/A 95
52470
schwarztim
An MCP server that provides AI assistants with access to CrackMapExec/NetExec n…
N/A N/A
52471
autolearnai
An MCP server that enables AI agents to dynamically create and reuse executable…
N/A N/A
52472
devd3vil
mcpserver1 Claim
N/A N/A 95
52473
AiAgentKarl
MCP server giving AI agents access to US political finance data: campaign contr…
52474
Flexcrit
A TypeScript-based MCP server template for the Antigravity agentic environment,…
N/A N/A
52475
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
N/A N/A
52476
truthanb
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
N/A N/A
52477
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
52478
hfhfn
mcp_server Claim
Provides configuration examples and management for MCP servers supporting stdio…
52479
mark-burg
An MCP server that helps AI agents comprehend a codebase by providing tools for…
N/A N/A
52480
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
52481
ashuashu20691
Enables AI-powered database operations on Oracle Autonomous Database via natura…
52482
javeo2022
Enables Claude Code to directly manage WordPress sites via natural language, in…
N/A N/A
52483
Moeblack
Enables AI agents to generate anime-style images using ComfyUI and Anima models…
52484
wuwususu
An MCP server that provides controlled read/write tools for managing local-firs…
N/A N/A
52485
youngminsw
Enables AI assistants to control OriginLab Origin Pro via COM automation for da…
N/A N/A
52486
AElfProject
Enables interaction with AElf blockchain nodes, allowing users to read chain st…
52487
stoneHee99
velog-mcp Claim
Enables AI assistants to read, search, and write Velog blog posts. Supports pos…
52488
fastmcp-me
APIWeaver Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
52489
trivago Claim 1
trivago's mcp server to find your ideal hotel and compare prices from multiple …
N/A N/A 81
52490
rudra016
An MCP server that enables AI assistants to search, discover, and install Acete…
52491
fireberry-crm
Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
52492
fastmcp-me
An MCP server that provides AI agents with ICP Triangulation Framework™ for sco…
52493
BananaCrystal
Provides AI agents with a wallet and autonomous payment capabilities using stab…
52494
MCP-Reasoner
MCP-ORTools Claim
Enables Large Language Models to submit and solve constraint satisfaction and o…
N/A N/A
52495
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52496
DyanGalih
Repository-native, Git-reviewable memory extension for AI coding assistants to …
N/A N/A
52497
mirage-security
Enables AI assistants to interact with KnowBe4 security awareness training data…
52498
arimxyer
Comprehensive documentation lifecycle management powered by an MCP server. Auto…
N/A N/A
52499
louchi1984-coder
Offloads expensive code reading, editing, and checking tasks to DeepSeek throug…
N/A N/A
52500
kingplaybookHQadmin1
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
N/A N/A
Showing 52451–52500 of 54421 servers