MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55451 |
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
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| 55452 |
dear-agent
Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
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| 55453 |
instinct
Claim
Self-learning memory for AI coding agents. Observes tool sequences, user prefer…
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| 55454 |
hotelai
Claim
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| 55455 |
Enables AI agents to extract design systems, analyze components, and maintain d…
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| 55456 |
clawtube-mcp
Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
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| 55457 |
Wasim Unity MCP Bridge
Claim
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
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| 55458 |
js-reverse-analyzer
Claim
Provides JavaScript reverse engineering capabilities including static analysis,…
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| 55459 |
Engram
Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
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| 55460 |
MCP Trello
Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
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| 55461 |
Airlock MCP
Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
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| 55462 |
Enables querying Google Search Console data, including search analytics with ad…
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| 55463 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 55464 |
mcp-server-jira
Claim
Enables an AI agent to manage Jira Stories in a self-hosted Jira instance via t…
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| 55465 |
OpenFDA MCP Server
Claim
MCP server providing access to U.S. FDA public datasets including drugs, medica…
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| 55466 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 55467 |
MCP ArchiMate Server
Claim
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
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| 55468 |
mcp-agent-tools
Claim
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
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| 55469 |
Thread Contract is a local runtime contract layer for AI coding-agent threads. …
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| 55470 |
oscilloscope-mcp
Claim
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
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| 55471 |
TrueMemory
Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
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| 55472 |
infra-mcp
Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
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| 55473 |
google-fonts-mcp
Claim
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
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| 55474 |
mcp-oauth-test-server
Claim
A configurable OAuth 2.0 authorization server and OAuth-protected MCP server fo…
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| 55475 |
mcp-server-google-vision
Claim
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
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| 55476 |
Dev Team MCP
Claim
Autonomous AI software development pipeline that transforms tickets into produc…
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| 55477 |
v0-mcp-ts
Claim
Bridge design and code seamlessly by generating UI components and layouts from …
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| 55478 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 55479 |
hypermnesia
Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
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| 55480 |
corpuskit
Claim
Enables AI coding agents to search documentation and query constraints via MCP …
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| 55481 |
mysql-mcp-server
Claim
Enables MySQL database operations through MCP, including executing SQL queries,…
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| 55482 |
A CircleCI MCP server specialized in config review, providing tools for fetchin…
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| 55483 |
swamymcpfirst
Claim
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| 55484 |
Enables AI assistants to interact with Salesforce orgs through natural language…
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| 55485 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
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| 55486 |
CodeSift
Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
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| 55487 |
sf-graph
Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
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| 55488 |
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…
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| 55489 |
Lunoo Rankings
Claim
Consensus rankings for 75,000+ products across 2,600+ niches.
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| 55490 |
ft_mcp
Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
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| 55491 |
Enables AI assistants to search and retrieve security, privacy, and AI-governan…
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| 55492 |
ai-google-analytics-mcp
Claim
Provisions Google Analytics 4 for local AI/web projects by creating properties …
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| 55493 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
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| 55494 |
UI Analyzer MCP Server
Claim
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
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| 55495 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 55496 |
@trigv/mcp
Claim
Enables AI clients in Cursor, Claude Code, and VS Code to send notification eve…
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| 55497 |
claude-dials
Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
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| 55498 |
HANAPerformanceMCP
Claim
An MCP server that gives AI assistants direct access to SAP HANA performance da…
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| 55499 |
saihm-memory
Claim
Provides persistent, client-side-encrypted memory for AI coding assistants via …
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| 55500 |
fallclinicpractice-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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