MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22301
Traia-IO
Tesy 56 MCP Server Claim
Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP …
C 56 44 68 38 24 81
22302
tywenk
A server that enables interaction with the Solana blockchain, providing access …
C 56 43 64 20 N/A 41 95
22303
jmagar
Scout MCP Claim
Enables remote file operations and command execution across multiple machines v…
C 56 43 48 43 N/A 35 95
22304
BlockRunAI
A curated list of MCP servers for AI finance agents
C 56 33 44 N/A N/A 26 95
22305
b1ff
atlassian-dc-mcp-jira Claim 1
MCP server for Atlassian Jira Data Center - search, view, and create issues
C 56 43 45 22 N/A 81 83
22306
the-otner
Exposes 90 production-grade tools for interacting with the complete HPE Aruba N…
C 56 44 72 41 25 76
22307
lizTheDeveloper
pdf-indexer-mcp Claim
C 56 43 64 18 N/A 42 95
22308
tejpalvirk
Provides tools for managing project knowledge graphs, enabling structured repre…
C 56 44 72 36 25 80
22309
GibsonAI
GibsonAI Claim
AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy dat…
C 56 33 50 N/A N/A 16 95
22310
amruthabesto28
MCP Jira Claim
Enables AI assistants to interact with Jira Cloud and Server/Data Center deploy…
C 56 44 48 41 57 80
22311
ParthKapoor-dev
AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox…
C 56 44 54 38 50 81
22312
Azure
azure-mcp Claim
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, …
C 56 43 42 26 N/A 76 90
22313
stevenjjobson
Enables semantic code search across projects using AI embeddings to find code b…
C 56 43 48 25 N/A 57 95
22314
sonichi
Asana MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 56 43 60 40 N/A 21 95
22315
ag2-mcp-servers
MCP Server that enables interaction with GoDaddy's Orders API using natural lan…
C 56 44 60 57 21 76
22316
LoamStudios
A sequential thinking MCP server extension for Zed
C 56 43 42 27 N/A 67 95
22317
AnasKhillo
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
C 56 44 60 52 21 81
22318
jariass2
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
C 56 44 42 71 25 81
22319
ag2-mcp-servers
A server that enables interaction with PhantAuth, a random user generator and a…
C 56 44 60 52 21 81
22320
kaikongbj
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
C 56 43 54 43 N/A 22 95
22321
janwilmake
curl mcp Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
C 56 44 56 57 19 81
22322
ysankpia
Enables building and querying code knowledge graphs for project analysis, with …
C 56 43 48 33 N/A 50 95
22323
pierre3
MCP server for OWASP ZAP vulnerability scanning with Docker management
C 56 33 39 N/A N/A 47 83
22324
yepdama
MedX MCP Server Claim
Provides AI-powered medical consultation and clinical decision support through …
C 56 44 48 66 21 81
22325
BACH-AI-Tools
Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315…
C 56 44 50 52 45 76
22326
eazybytes
spring-ai Claim
From Java Dev to AI Engineer: Spring AI Fast Track
C 56 33 44 N/A N/A 24 95
22327
MalikAqsa-cloud
Enables AI-powered task management with Google Gemini integration, providing CR…
C 56 43 48 53 N/A 19 95
22328
spring-ai-community
Spring AI Playground is a self-hosted web UI platform for building low-code too…
C 56 43 60 17 N/A 48 95
22329
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 56 43 60 40 N/A 21 95
22330
ruvnet
ruv-swarm Claim
Neural network swarm orchestration with WebAssembly acceleration and MCP integr…
C 56 43 54 26 N/A 69 80
22331
DeXpertmx
Volkern MCP Server Claim 1
Integrates Volkern CRM with AI agents to manage leads, schedule appointments, a…
C 56 44 72 35 27 80
22332
manasp21
Enables quantum systems analysis and simulation including quantum circuits, ope…
C 56 44 56 60 18 80
22333
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
C 56 44 60 57 21 76
22334
CaptainCrouton89
A starter template for building Model Context Protocol servers that can integra…
C 56 44 54 58 23 81
22335
sriramkreddy10
Enables routing of ML tasks like chat, sentiment analysis, recommendations, and…
C 56 44 50 66 19 81
22336
QuartzUnit
Snapgrab Claim
URL to screenshot with metadata. Python MCP server. Claude Vision optimized.
C 56 43 72 0 N/A 60 89
22337
Untru
1c-mcp Claim
Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов …
C 56 33 44 N/A N/A 24 95
22338
adamanz
sendblue-mcp Claim
C 56 33 48 N/A N/A 19 95
22339
AmoghReddy45
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
C 56 33 54 N/A N/A 23 83
22340
h7lu
RiMCP_hybrid Claim
Rimworld Coding RAG MCP server
C 56 43 50 38 N/A 40 95
22341
shadabsayani
Sticky Note Demo MCP-B
C 56 33 40 N/A N/A 30 95
22342
dgtalquantumleap-ai
ebenova-scope-guard Claim 1
AI contract scope violation detector. Detect scope creep, draft responses.
C 56 33 54 N/A N/A 25 83
22343
tradeparadex
Paradex Trading Claim 1
MCP server for Paradex perp trading. Market data, accounts, orders, positions, …
C 56 55 79 65 0 73 61
22344
javascripto
MCP TODO Server Claim
Enables AI agents and automation tools to manage TODO tasks through full CRUD o…
C 56 44 42 62 35 82
22345
Peakviker
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
C 56 44 42 71 25 81
22346
vlameiras
mcp-github Claim
Gitbub mcp
C 56 33 44 N/A N/A 23 95
22347
arjunprabhulal
A client for the MCP Flight Search service using Ollama and Llama 3.2 to provid…
C 56 43 64 25 N/A 36 92
22348
marcoeg
mcp-ntopng Claim 1
MCP Server for networl monitoring software ntopng.
C 56 44 59 43 44 76
22349
lgndluke
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
C 56 44 64 37 41 76
22350
lzw12123
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
C 56 33 42 N/A N/A 29 95
Showing 22301–22350 of 33449 servers
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