MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31951
cgoinglove
Provides location-based place recommendations in South Korea using the Kakao Ma…
31952
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
31953
mcoulmeau
gpt_agent Claim
N/A N/A 95
31954
fozagtx
tonmcp Claim
N/A N/A 95
31955
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
31956 N/A N/A 95
31957
XNet-NGO
Enables AI assistants to perform comprehensive SSH operations including command…
N/A N/A
31958
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
31959
subrahmaniank
An MCP server that enables AI assistants to interact with Azure DevOps projects…
31960
fan-67
local-mcp Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
N/A N/A
31961
m2ai-mcp-servers
n8n Advisor Claim
Enables AI assistants to review workflow status in n8n instances, including act…
31962
adelaidasofia
lu Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
N/A N/A
31963
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
31964
Silimate
Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
N/A N/A 95
31965
Spacetime-Technology
safehold Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
N/A N/A
31966
richarda23
Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
31967
Agent-Sovereignty-Initiative
Protects agent skills from being distilled during multi-agent collaboration by …
N/A N/A
31968
wzj177
A free search MCP server powered by SearXNG, offering various search types with…
31969
philogicae
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
81
31970
andreahaku
Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…
N/A N/A
31971
jl-3044
AgentNDX Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
81
31972
branch42-labs
A production-ready NestJS backend template with built-in MCP server enabling AI…
31973
svtica
GLPI MCP Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
31974
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
31975
nayagamez
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
N/A N/A
31976
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
31977
soolaugust
0CompactMem Claim
Persistent memory MCP server with OS-style demand paging, kswapd-style eviction…
N/A N/A
31978
diegobit
MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching,…
N/A N/A
31979
dtlele
Enables browser automation using Playwright, including navigation, screenshots,…
N/A N/A
31980
tjun1
mcp-jira Claim
Provides JIRA issue search, retrieval, and update functionalities via MCP.
N/A N/A
31981
chrischall
artsonia-mcp Claim
Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-bu…
N/A N/A
31982
pipeworx-io
mcp-scryfall Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
31983
AetherWave-Studio
Music, image, video and audio generation across top AI providers - one key, one…
N/A N/A
31984
twilize5
PBIFORGE Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
31985
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
31986
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
N/A N/A 95
31987 N/A N/A 95
31988
lordbasilaiassistant-sudo
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
31989
gopichand458
Provides multi-source vulnerability intelligence for AI-powered security operat…
31990
CSOAI-ORG
marketing-analytics-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31991
rededis
MCP server for Microsoft Dataverse API with safe-by-default configuration. Work…
31992
ifmelate
Enables AI agents to ask clarification questions and receive structured user in…
N/A N/A
31993 N/A N/A 95
31994
Hustada
MCP server for persistent, semantic memory across AI sessions
N/A N/A
31995
praeceptor-thesis
Search the skill-builder registry and auto-install skills for Claude Code, Curs…
N/A N/A
31996
Fasen24-AI
AutoFuse Claim
Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS …
N/A N/A
31997
Tova501
dev-env-mcp Claim
A local MCP server that provides a safe, structured way to manage Python enviro…
N/A N/A
31998
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
81
31999
hashcott
A Model Context Protocol server for the Meta (Facebook) Ads API, providing 54 t…
32000
abnasim
An AI orchestration layer that enables automated control and validation of test…
81
Showing 31951–32000 of 62098 servers
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