MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38551 |
Tencent Ad MCP Server
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Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
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| 38552 |
hailuo-mcp
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RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
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| 38553 |
Scoop
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Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
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| 38554 |
photo-vlm-mcp
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A local Ollama-backed MCP server that gives coding assistants a portable photo-…
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| 38555 |
context-capsule
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Allows coding agents to securely retrieve curated, sealed Slack message bundles…
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| 38556 |
niahub-mcp
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Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 38557 |
mcp-elicitations
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A demonstration MCP server that shows how to use elicitations to ask users for …
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| 38558 |
EST Call Agent
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FastMCP cloud server enabling AI assistants to manage outbound call campaigns, …
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| 38559 |
thedailyworkflow-mcp
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Bridges AI assistants with the largest curated AI directory, enabling search fo…
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| 38560 |
Dev Memory MCP Server
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Persistent development memory server that automatically captures and organizes …
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| 38561 |
demo-002
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| 38562 |
Squish Memory
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Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
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| 38563 |
claude-memory-mcp
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Provides persistent local memory for AI assistants using SQLite and semantic se…
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| 38564 |
AIHUB-MCP
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Enables searching and querying AI Hub datasets, including listing datasets, get…
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| 38565 |
desktop-touch-mcp
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Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
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| 38566 |
agentbridge
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A unified gateway for AI agent tools that provides a single MCP stdio endpoint …
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| 38567 |
SSP GHL MCP Server
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Enables interaction with the Swipe Saver Pro GHL location for managing contacts…
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| 38568 |
testyb2
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| 38569 |
SuperMemory
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MCP-first agent learning: capture failures, validate lessons, retrieve context,…
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| 38570 |
UEMCP
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Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
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| 38571 |
Agentic Vault MCP Server
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Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
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| 38572 |
A FastAPI server that enables interaction with YouTube's data through search, v…
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| 38573 |
Provides MCP tools for Google Maps services including directions, geocoding, di…
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| 38574 |
Read-only MCP server for querying Shopify analytics data, including orders, cus…
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| 38575 |
Hello MCP Server
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A minimal stateless MCP server for Cloudflare Workers that provides a greeting …
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| 38576 |
limpet
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Persistent engineering memory for AI coding agents. Survives refactors, knows w…
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| 38577 |
deal-intel-mcp
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A self-owned deal memory layer that turns meeting notes, emails, and calls into…
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| 38578 |
Local LLM MCP Tool
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A local MCP server that runs Llama models entirely on your machine. No API keys…
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| 38579 |
governance-mcp-server
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MCP server for querying the DodaOne governance framework, enabling users to ret…
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| 38580 |
FreeCAD MCP
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Enables AI assistants to control FreeCAD 3D modeling software, allowing creatio…
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| 38581 |
gov-mcp
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An MCP server that enforces runtime governance on AI agent actions — file acces…
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| 38582 |
Git-Fabric Gateway
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A central tool aggregator that routes and orchestrates multiple fabric apps thr…
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| 38583 |
Build Power BI reports with natural language through an MCP server that connect…
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| 38584 |
OpenAIRE MCP Server
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Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
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| 38585 |
ctxtest
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Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
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| 38586 |
suno-mcp
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A RunAPI MCP server for the Suno music generation models, enabling task creatio…
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| 38587 |
PWA Debug Layer
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Debug PWAs in your real browser via MCP: service-worker, cache, installability …
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| 38588 |
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
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| 38589 |
MCP server for Digital Twin learner data, providing tools for AI Guide to explo…
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| 38590 |
pg-mcp
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Enables read-only PostgreSQL database access with query, table listing, and sch…
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| 38591 |
jobs-tools-knowledgebase
Claim
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
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| 38592 |
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
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| 38593 |
Dawarich MCP
Claim
Enables interaction with Dawarich location history through tools for maps, stat…
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| 38594 |
booking_chest
Claim
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
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| 38595 |
Decay Memory
Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
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| 38596 |
An MCP server with six tools including web search, URL fetching, math calculati…
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| 38597 |
Boomi MCP Server
Claim
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
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| 38598 |
Red Hat API MCP Server
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Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
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| 38599 |
loinc-mcp
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Enables searching LOINC codes and retrieving detailed information including pan…
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| 38600 |
Boardstate MCP Server
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Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
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