MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57551 |
MCP-Claude-FileMaker
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Enables Claude to interact with FileMaker databases through the FileMaker Data …
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| 57552 |
Pytheum MCP
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Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
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| 57553 |
Simple Memory MCP Server
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A lightweight MCP server that provides persistent knowledge graph storage for A…
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| 57554 |
Apple Health Chat MCP
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Enables Claude to answer natural language questions about your Apple Health dat…
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| 57555 |
spawnpoint
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Deploy the small apps your agent builds: one tool call returns a live, private …
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| 57556 |
mdify-mcp
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MCP server that gives LLMs the power to convert PDFs to Markdown on the fly usi…
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| 57557 |
ClawPay
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Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
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| 57558 |
MCP Fivetran
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Enables AI assistants to manage Fivetran users and connections, including invit…
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| 57559 |
screenmcp-claude-plugin
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Enables Claude to control the local desktop via screenshot, mouse, keyboard, an…
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| 57560 |
Google Maps MCP Server
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A general-purpose Google Maps MCP server that provides geocoding, place search,…
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| 57561 |
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
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| 57562 |
Gmail MCP Server
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Provides access to Gmail functionality through the Model Context Protocol, allo…
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| 57563 |
edgemem
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Filesystem-native agent memory for Claude Code, enabling persistent team contex…
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| 57564 |
opengrok-go-mcp
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Source-code intelligence for agents, powered by OpenGrok and Go.
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| 57565 |
Bridges AI assistants to HubSpot CRM via OAuth2.1+PKCE, enabling tool access th…
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| 57566 |
Mobus
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Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
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| 57567 |
mcp-client-discord
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Listens for Discord @mentions via Gateway and queues them for processing by an …
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| 57568 |
Implements the Model Context Protocol to retrieve context from a locally runnin…
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| 57569 |
flow-team-mcp
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Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
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| 57570 |
Shopify Admin MCP
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A Model Context Protocol server that enables managing Shopify store operations …
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| 57571 |
mcp-data-delaware
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Query and explore Delaware Open Data datasets via Socrata API, including search…
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| 57572 |
mcp-arcgis-monocounty
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Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
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| 57573 |
apix420_mcp_server
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| 57574 |
solsnap
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Solana token/wallet rug-risk scoring. Free scan; $2 SOL unlocks full wallet rep…
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| 57575 |
mcp-multi-note
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An MCP server that enables AI agents to search, read, and create notes across s…
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| 57576 |
email
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A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
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| 57577 |
Tattoo Feed
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Enables browsing and curating posts from Instagram tattoo artists via Business …
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| 57578 |
Polymarket MCP Server
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MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
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| 57579 |
baselight
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| 57580 |
ms-todo-mcp
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An MCP server to read and manage your Microsoft To Do tasks through the Microso…
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| 57581 |
swagger-openapi-mcp
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Enables AI to scan and query local OpenAPI/Swagger documentation, listing API g…
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| 57582 |
Habitify MCP Server
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Enables AI assistants to integrate with the Habitify API for tracking habits, m…
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| 57583 |
IBKR MCP Server
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Enables algorithmic trading with Interactive Brokers, including market data, or…
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| 57584 |
auravms-mcp
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MCP server for AuraVMS that enables agents to manage RFQs, supplier quotes, and…
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| 57585 |
oh-my-sage-mcp
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An MCP server that enables natural language creation and management of Xiaomi M…
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| 57586 |
TradingView MCP Bridge
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Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
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| 57587 |
metabase-lite-mcp
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Enables AI agents to search and read Metabase dashboards and cards, explore dat…
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| 57588 |
GLM-4.7 MCP Server
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A Model Context Protocol server that routes tasks to Z.ai's GLM-4.7 model, enab…
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| 57589 |
ambient-weather-mcp
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Enables natural language queries about Ambient Weather personal weather station…
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| 57590 |
Multi Agent MCP
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Transforms your IDE into an autonomous multi-agent coding assistant that orches…
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| 57591 |
noit-mcp-server
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An MCP server that enables AI agents to manage STAR-pattern architecture diagra…
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| 57592 |
notebooklm-py-diet-mcp
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Connects AI coding agents to Google NotebookLM, enabling querying notebooks, ad…
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| 57593 |
agent-orchestrator
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Enables multi-model leader-worker agent orchestration, workflow execution, and …
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| 57594 |
SF Symbols MCP
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MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
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| 57595 |
rugguard-mcp
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MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
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| 57596 |
SpecDown MCP Server
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Gives AI assistants direct read/write access to SpecDown Markdown spec document…
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| 57597 |
comfyui-mcp
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Exposes a remote ComfyUI instance for image generation through an on-demand GPU…
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| 57598 |
Leeroopedia MCP Server
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MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
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| 57599 |
mcp-atlassian
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An MCP server for integrating with Atlassian products including Confluence, Jir…
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| 57600 |
leaflet-mcp-server
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MCP server providing comprehensive Leaflet.js documentation, code generation fo…
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