MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45201 |
engram
Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
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| 45202 |
Approval Gate
Claim
Provides a human approval gate for AI agents, enabling interactive inline cards…
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| 45203 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 45204 |
VPN As A Service MCP
Claim
Enables AI agents to manage VPN infrastructure through provisioning, lifecycle …
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| 45205 |
compliance-mcp
Claim
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
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| 45206 |
aidentity
Claim
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| 45207 |
g-gremlin-hubspot-mcp
Claim
Enables advanced HubSpot CRM operations including unlimited record extraction, …
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| 45208 |
necl-hn-mcp
Claim
Provides AI agents with access to Hacker News data including top stories, story…
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| 45209 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 45210 |
mcp-assist-memory
Claim
An MCP server that provides a shared memory layer for Claude across claude.ai, …
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| 45211 |
seekstone
Claim
Filesystem-direct Obsidian MCP server with low context-tax. Reads your vault di…
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| 45212 |
panelica-mcp
Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
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| 45213 |
claude-soul
Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
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| 45214 |
obsidian-codex-mcp
Claim
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
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| 45215 |
Linear
Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
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| 45216 |
LeadClaw
Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
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| 45217 |
Consignado MCP Local
Claim
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
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| 45218 |
mcp-hello-py
Claim
Greets users in Korean by name, supporting single and multiple recipients.
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| 45219 |
ppa-mcp
Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
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| 45220 |
mcp-forge
Claim
Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude…
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| 45221 |
CharityVerify
Claim
Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charit…
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| 45222 |
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…
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| 45223 |
Mira
Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
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| 45224 |
open-computer-use
Claim
MCP server that gives any LLM a managed Docker workspace with live browser, ter…
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| 45225 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 45226 |
NEAT MCP Server
Claim
Provides AI agents with a live architecture model of a codebase, enabling queri…
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| 45227 |
mcp-server-redcap
Claim
Enables interaction with REDCap instances for managing research data, projects,…
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| 45228 |
Adaptive LLM Gateway
Claim
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
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| 45229 |
MCP server for information collection, text analysis, and content generation, e…
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| 45230 |
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
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| 45231 |
skillet
Claim
Enables AI agents to discover, install, and manage SKILL.md skills from a Git-b…
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| 45232 |
FastAPI MCP Server
Claim
A production-ready Model Context Protocol server built with FastAPI, featuring …
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| 45233 |
swap
Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
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| 45234 |
onenote-mcp
Claim
Enables AI assistants to read, write, and manage Microsoft OneNote notebooks, s…
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| 45235 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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