MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45201
engram Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
45202
Provides a human approval gate for AI agents, enabling interactive inline cards…
45203
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
45204
Enables AI agents to manage VPN infrastructure through provisioning, lifecycle …
N/A N/A
45205
naivedhya27-cmyk
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
45206
cosimo
aidentity Claim
N/A N/A 95
45207
mikeheilmann1024
Enables advanced HubSpot CRM operations including unlimited record extraction, …
N/A N/A
45208
necl-hn-mcp Claim
Provides AI agents with access to Hacker News data including top stories, story…
45209
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
45210
An MCP server that provides a shared memory layer for Claude across claude.ai, …
45211
shaqmughal
seekstone Claim
Filesystem-direct Obsidian MCP server with low context-tax. Reads your vault di…
N/A N/A
45212
Panelica
panelica-mcp Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
45213
DomDemetz
claude-soul Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
N/A N/A
45214
dot-RealityTest
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
N/A N/A
45215
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
45216
leadbay
LeadClaw Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
45217
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
45218
mcp-hello-py Claim
Greets users in Korean by name, supporting single and multiple recipients.
45219
ppa-mcp Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
45220
mcp-forge Claim
Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude…
45221
charity-verify-admin
Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charit…
N/A N/A 83
45222
xuanlinAI
overmind Claim
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多…
N/A N/A
45223
vwww-droid
Mira Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
N/A N/A C
45224
Wide-Moat
MCP server that gives any LLM a managed Docker workspace with live browser, ter…
45225
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
45226
Provides AI agents with a live architecture model of a codebase, enabling queri…
45227
Enables interaction with REDCap instances for managing research data, projects,…
45228
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
N/A N/A
45229
MCP server for information collection, text analysis, and content generation, e…
N/A N/A
45230
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
45231
skillet Claim
Enables AI agents to discover, install, and manage SKILL.md skills from a Git-b…
N/A N/A
45232
Pritrj
A production-ready Model Context Protocol server built with FastAPI, featuring …
81
45233
axnet
swap Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
81
45234
onenote-mcp Claim
Enables AI assistants to read, write, and manage Microsoft OneNote notebooks, s…
N/A N/A
45235
Samantha Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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