MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55601 |
fallinsuranceonboard-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 55602 |
ask-user-mcp
Claim
MCP server that enables Claude to pause and ask clarifying questions via Emacs.
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| 55603 |
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
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| 55604 |
Notion MCP Server
Claim
A local MCP server for the Notion API, enabling AI agents to read, write, and m…
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| 55605 |
stellavault
Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
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| 55606 |
mcp-synaptic
Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
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| 55607 |
mssql-agent-mcp
Claim
Provides tools for querying and managing Microsoft SQL Server databases, includ…
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| 55608 |
Cortex RMCP
Claim
Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.
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| 55609 |
Enables AI agents to search a Pinecone knowledge base of 4,128 ArXiv research p…
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| 55610 |
icon-search-mcp
Claim
A Model Context Protocol server that enables unified fuzzy searching across mul…
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| 55611 |
jenkins-mcp
Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
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| 55612 |
scryfall-mcp
Claim
A Model Context Protocol server that exposes the Scryfall Magic: The Gathering …
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| 55613 |
Upload, organize, search, and transform images, videos, and files with AI-power…
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| 55614 |
perpdata
Claim
Normalized perp funding (apr), OI, liquidations and cross-venue spreads. Free t…
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| 55615 |
MCP-BPMN Server
Claim
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
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| 55616 |
Stellaris MCP
Claim
Combines semantic search with AST-based code exploration for AI agents, enablin…
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| 55617 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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| 55618 |
thumbgate
Claim
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| 55619 |
DLBrowser
Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
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| 55620 |
packet-tracer-mcp
Claim
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, Qo…
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| 55621 |
FlashCardMCP
Claim
Converts JSON/CSV Markdown content into interactive flashcard pages with multip…
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| 55622 |
BillingServ MCP
Claim
This is an MCP server for the BillingServ API. Once it's set up, your AI assist…
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| 55623 |
Vigil
Claim
MCPWatch: observability for MCP servers. One line instruments any Python MCP se…
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| 55624 |
XMemo
Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
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| 55625 |
governed-mcp
Claim
MCP server that enforces governance on agentic decisions with auditable evidenc…
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| 55626 |
NetSuite SuperMCP
Claim
Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicat…
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| 55627 |
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
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| 55628 |
dear-agent
Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
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| 55629 |
instinct
Claim
Self-learning memory for AI coding agents. Observes tool sequences, user prefer…
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| 55630 |
hotelai
Claim
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| 55631 |
Enables AI agents to extract design systems, analyze components, and maintain d…
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| 55632 |
clawtube-mcp
Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
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| 55633 |
Wasim Unity MCP Bridge
Claim
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
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| 55634 |
js-reverse-analyzer
Claim
Provides JavaScript reverse engineering capabilities including static analysis,…
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| 55635 |
Engram
Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
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| 55636 |
MCP Trello
Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
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| 55637 |
Airlock MCP
Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
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| 55638 |
Enables querying Google Search Console data, including search analytics with ad…
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| 55639 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 55640 |
mcp-server-jira
Claim
Enables an AI agent to manage Jira Stories in a self-hosted Jira instance via t…
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| 55641 |
OpenFDA MCP Server
Claim
MCP server providing access to U.S. FDA public datasets including drugs, medica…
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| 55642 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 55643 |
MCP ArchiMate Server
Claim
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
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| 55644 |
mcp-agent-tools
Claim
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
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| 55645 |
Thread Contract is a local runtime contract layer for AI coding-agent threads. …
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| 55646 |
oscilloscope-mcp
Claim
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
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| 55647 |
TrueMemory
Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
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| 55648 |
infra-mcp
Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
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| 55649 |
google-fonts-mcp
Claim
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
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| 55650 |
mcp-oauth-test-server
Claim
A configurable OAuth 2.0 authorization server and OAuth-protected MCP server fo…
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