MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39601 |
sefaria-api-mcp
Claim
Enables AI agents to access and interact with the Sefaria database of Jewish te…
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| 39602 |
Guardrails MCP Server
Claim
Enables AI agents to integrate with Guardrails to check user values, make align…
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| 39603 |
HoudiniMCP
Claim
Connects Claude AI to Houdini through the Model Context Protocol, enabling dire…
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| 39604 |
This MCP Server bridges Egonex-AI/Understand-Anything with Claude Desktop and o…
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| 39605 |
collimer-mcp
Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
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| 39606 |
Inforcer MCP Server
Claim
An MCP server providing AI assistants read-only access to Inforcer Microsoft 36…
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| 39607 |
scraping-api-marketplace
Claim
# API Marketplace MCP Server
Real-time product data from Amazon, eBay, Walmart…
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| 39608 |
RPG Maker MCP
Claim
A content-blind MCP server for RPG Maker MZ that enables applying, validating, …
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| 39609 |
fe
Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
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| 39610 |
ArcGIS Knowledge MCP
Claim
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
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| 39611 |
icost-app-mcp-server
Claim
MCP server for iCost iOS app that enables smart expense tracking, category mana…
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| 39612 |
flutter-stripe-mcp
Claim
An MCP server that diagnoses Flutter + Stripe (flutter_stripe) setup issues — s…
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| 39613 |
devflow-mcp
Claim
An MCP server that automates developer workflows across GitHub, Jira, and Slack…
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| 39614 |
RT MCP Server
Claim
Read-only MCP server for Request Tracker (RT) via REST2 API, enabling ticket se…
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| 39615 |
printify-mcp
Claim
Connect Printify to Claude so you can create, update, and publish print-on-dema…
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| 39616 |
Enables users to explore and manage banking card features including product dis…
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| 39617 |
mcp-pgSQL
Claim
A local MCP server for PostgreSQL that provides tools for SQL execution, metada…
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| 39618 |
strands-hub-mcp
Claim
MCP server to manage agents, prompts, sessions, and metrics using strands-hub d…
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| 39619 |
2D6 MCP
Claim
An AI GM assistant for tabletop RPGs that provides dice rolling, rules queries,…
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| 39620 |
meok-fria-generator-mcp
Claim
meok-fria-generator-mcp MCP server by MEOK AI Labs
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| 39621 |
Motion MCP Server
Claim
Bridges Motion's API with LLMs so you can manage tasks, search projects, check …
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| 39622 |
Civitai MCP
Claim
A model context protocol server for Civitai that enables searching models by va…
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| 39623 |
Touchstone
Claim
Bitcoin-anchored, tamper-evident audit log for AI agents — record, disclose and…
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| 39624 |
Stoa
Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
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| 39625 |
Tares
Claim
Always-on AI agents: a software factory for Claude Code, or an AI SRE that watc…
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| 39626 |
hallucination-detector
Claim
Hallucination Detector — scores AI-generated output for hallucination risk. Det…
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| 39627 |
stm32-mcp-docs
Claim
MCP server that provides semantic search and documentation for STM32 microcontr…
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| 39628 |
pairwave
Claim
Enables two Claude Code sessions to connect over an end-to-end encrypted channe…
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| 39629 |
club-mcp
Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
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| 39630 |
Wiro AI
Claim
Run Wiro AI models, build and run workflows, and talk to Studio and your Wiro a…
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| 39631 |
Ableton DJ MCP
Claim
Enables AI-assisted electronic music production in Ableton Live, with built-in …
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| 39632 |
Ruixen MCP Server
Claim
Enables AI assistants to discover, search, and retrieve Ruixen UI components fr…
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| 39633 |
hyperweave
Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
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| 39634 |
Philips Hue MCP Service
Claim
Enables control of Philips Hue lights through the Model Context Protocol, provi…
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| 39635 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 39636 |
KiCad MCP Server
Claim
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
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| 39637 |
mcp-popup-ui
Claim
Enables AI assistants to present interactive choices to users via browser popup…
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| 39638 |
MCP Code Review Agent
Claim
A multi-persona code review tool that leverages AI agents with distinct experti…
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| 39639 |
MusicMCP.AI MCP Server
Claim
Enables AI-powered music generation through natural language commands, supporti…
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| 39640 |
aspro-mcp
Claim
Enables LLMs to interact with the Aspro.Cloud REST API through self-describing …
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| 39641 |
zotero-mcp-server
Claim
An MCP server that integrates with Zotero to manage research references, enabli…
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| 39642 |
crypto_price_tracker
Claim
An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
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| 39643 |
azm
Claim
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| 39644 |
Google Autocomplete API
Claim
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
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| 39645 |
Enables ChatGPT to search for books via Algolia or mock data, returning rich bo…
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| 39646 |
d3-mcp
Claim
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| 39647 |
RAG MCP Server
Claim
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
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| 39648 |
Browserbase MCP Server
Claim
Enables AI to control cloud browsers and automate web interactions through Brow…
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| 39649 |
LevelUp.log
Claim
An MCP server that gamifies your daily activities by automatically recording ac…
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| 39650 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
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