MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23801
8bit-wraith
A robust SSH server facilitating secure remote command execution with TMUX sess…
C 57 44 72 32 33 81
23802
BACH-AI-Tools
Provides tools to retrieve and validate Goods and Services Tax (GST) details us…
C 57 44 50 55 45 78
23803
Partha-SUST16
MCP Monitor Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
C 57 44 76 28 32 81
23804
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides access to the New York…
C 57 44 60 60 21 76
23805
loglux
authmcp-gateway Claim
Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-serve…
C 57 44 58 40 50 77
23806
gr3enarr0w
Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias remova…
C 57 33 48 N/A N/A 21 95
23807
DeepActionPotential
NotionMCP Claim
Enables AI assistants to search, read, summarize, and analyze sentiment of Noti…
C 56 44 58 41 40 81
23808
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
23809
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
23810
sudhans18
docker Claim
sapne dekha ache baat hai sapna ke so jaana wo sahi nahi hai
C 56 44 48 66 21 81
23811
tejpalvirk
Provides tools for managing project knowledge graphs, enabling structured repre…
C 56 44 72 36 25 80
23812
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
23813
dzikrihilman
Kanban MCP Claim
A comprehensive project management system that provides a full-featured Kanban …
C 56 44 64 31 38 84
23814
Livia-Zaharia
Automates Facebook Page management through the Graph API, enabling content post…
C 56 44 66 30 43 81
23815
manasp21
Enables quantum systems analysis and simulation including quantum circuits, ope…
C 56 44 56 60 18 80
23816
tradeparadex
Paradex MCP Server Claim 1
MCP server for the Paradex perpetual futures trading platform. Retrieve market …
C 56 55 79 65 0 73 61
23817
nanoapi-io
napi Claim
Software architecture tooling for the AI age
C 56 43 56 27 N/A 49 90
23818
varun-b-nagaraj
Enables users to interact with a business co-founder/executive assistant that i…
C 56 44 48 61 27 82
23819
BlockRunAI
A curated list of MCP servers for AI finance agents
C 56 33 44 N/A N/A 26 95
23820
marcelkurvers
A multi-language testing automation server that enables AI assistants to discov…
C 56 43 66 25 N/A 37 89
23821
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
23822
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with…
C 56 43 60 42 N/A 21 90
23823
leolech14
LocalMCP Claim
An advanced MCP-based AI agent system with intelligent tool orchestration, mult…
C 56 43 54 31 N/A 41 95
23824
timunbasah3
awesome-mcp Claim
🚀 Discover and explore a curated list of MCP servers, tools, and resources for …
C 56 33 44 N/A N/A 26 95
23825
stevenjjobson
Enables semantic code search across projects using AI embeddings to find code b…
C 56 43 48 25 N/A 57 95
23826
allisonwhilden
Asana MCP Server Claim
Multi-Agent Conversation Protocol server that enables interaction with Asana's …
C 56 44 60 52 21 81
23827
amruthabesto28
MCP Jira Claim
Enables AI assistants to interact with Jira Cloud and Server/Data Center deploy…
C 56 44 48 41 57 80
23828
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
C 56 44 60 57 21 76
23829
ag2-mcp-servers
A server that enables interaction with PhantAuth, a random user generator and a…
C 56 44 60 52 21 81
23830
MorDavid
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
C 56 43 70 28 N/A 23 90
23831
CaptainCrouton89
A starter template for building Model Context Protocol servers that can integra…
C 56 44 54 58 23 81
23832
QuantuLabs
hivemind Claim
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
C 56 43 56 36 N/A 58 75
23833
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
23834
r-huijts
firstcycling-mcp Claim
Access cycling race data, results, and statistics through natural language. Fea…
C 56 44 64 25 52 82
23835
dankniight
api-football Claim
C 56 33 48 N/A N/A 18 95
23836
liueic
Enables users to retrieve chemical safety information including compound proper…
C 56 44 42 58 43 81
23837
Peakviker
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
C 56 44 42 71 25 81
23838
Storks
Provides LLM agents with comprehensive access to Obsidian vaults via the offici…
C 56 43 56 37 N/A 31 94
23839
jariass2
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
C 56 44 42 71 25 81
23840
ag2-mcp-servers
This MCP Server provides a natural language interface to interact with Google's…
C 56 44 60 52 21 81
23841
ec49ca
Orchestrates multiple AI agents to process complex queries by intelligently spl…
C 56 43 60 46 N/A 19 89
23842
marcoeg
mcp-ntopng Claim 1
MCP Server for networl monitoring software ntopng.
C 56 44 59 43 44 76
23843
jmagar
Scout MCP Claim
Enables remote file operations and command execution across multiple machines v…
C 56 43 48 43 N/A 35 95
23844
janwilmake
curl mcp Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
C 56 44 56 57 19 81
23845
the-otner
Exposes 90 production-grade tools for interacting with the complete HPE Aruba N…
C 56 44 72 41 25 76
23846
pmhw
WinAutoWx Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
C 56 43 50 52 N/A 22 95
23847
lgndluke
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
C 56 44 64 37 41 76
23848
yutakobayashidev
Ava Claim
An AI-powered MCP server that automatically tracks and reports task progress to…
C 56 43 54 30 52 87
23849
JohnZolton
MCP Logger Claim
A personal fitness tracking server that enables logging and querying workouts, …
C 56 43 60 32 N/A 29 95
23850
pragaurav44
WeatherMCP Claim 1
An MCP server providing US National Weather Service data with tools to fetch we…
C 56 33 45 N/A N/A 21 95
Showing 23801–23850 of 67226 servers
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