MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50701 |
Agentic RAG MCP
Claim
A multi-agent Retrieval-Augmented Generation system exposed as an MCP server. A…
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| 50702 |
terminal-x-mcp
Claim
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
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| 50703 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 50704 |
TokenHub MCP
Claim
A production-packaged Model Context Protocol server for coding agents that rout…
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| 50705 |
Manage your Amazon seller account effortlessly. Create reports, update prices, …
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| 50706 |
Bink MCP Server
Claim
Enables AI agents to perform blockchain operations like wallet management, toke…
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| 50707 |
artemis-mcp
Claim
Enables interaction with the Artemis API to retrieve crypto token metrics and g…
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| 50708 |
ctxmem
Claim
Provides AI agents with persistent, local, and shareable project memory by stor…
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| 50709 |
LBrain
Claim
Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai…
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| 50710 |
ContextVM MCP Bridge
Claim
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
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| 50711 |
Boilerplate MCP Server
Claim
A foundation for developing custom Model Context Protocol servers in TypeScript…
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| 50712 |
RawTree MCP Server
Claim
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
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| 50713 |
agent-memory-mcp
Claim
Enables persistent, graph-based memory for AI agents, allowing them to store, t…
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| 50714 |
Pet Data Station
Claim
Source-verified pet food regulations, recalls, nutrient standards and species c…
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| 50715 |
deptrust
Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
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| 50716 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 50717 |
figma-docs-mcp
Claim
Local MCP server that transforms Figma documentation and business rules into a …
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| 50718 |
Expense Tracker MCP
Claim
Enables management of expenses via SQLite database, including adding, listing, …
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| 50719 |
qa-probe
Claim
Probes your live API and classifies why each endpoint failed (root cause + evid…
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| 50720 |
GEP MCP Server
Claim
Exposes GEP (Genome Evolution Protocol) evolution capabilities to MCP-compatibl…
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| 50721 |
navmcp
Claim
A browser automation MCP server that enables web page interaction, content extr…
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| 50722 |
darktable-mcp
Claim
Enables Claude to edit photos in darktable via natural language, adjusting slid…
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| 50723 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 50724 |
FlowCheck MCP Server
Claim
Acts as a production-grade safety layer for AI-assisted coding, monitoring Git …
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| 50725 |
mcp-ssh-wrapper
Claim
A minimal MCP server that executes commands on remote hosts by delegating to th…
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| 50726 |
mcp-rap-migrator
Claim
MCP server that migrates SAP Module Pool programs to RAP applications interacti…
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| 50727 |
docsray-mcp
Claim
An MCP server that provides AI assistants with advanced document perception cap…
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| 50728 |
music-mcp-server
Claim
A music MCP server that enables searching and playing songs with controls like …
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| 50729 |
twenty-mcp-server
Claim
A standalone MCP server that integrates with Twenty CRM to provide AI-powered C…
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| 50730 |
tg-id-mcp
Claim
MCP server for Telegram user/chat lookup with datacenter detection and account …
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| 50731 |
mcp-geometry-prover
Claim
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
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| 50732 |
HRMS MCP
Claim
An HRMS assistant for AI tools that enables filing DSRs, checking leave balance…
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| 50733 |
mcp-maritime
Claim
Provides real-time maritime weather data, tropical cyclone warnings, and route …
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| 50734 |
funding-mcp
Claim
Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage acro…
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| 50735 |
re-frida
Claim
MCP server that wraps the Frida dynamic instrumentation toolkit, allowing users…
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| 50736 |
agentops-mcp
Claim
Exposes analytics from Claude Code transcripts as MCP tools, enabling cost, aud…
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| 50737 |
Google Workspace MCP
Claim
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
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| 50738 |
mcp-server
Claim
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| 50739 |
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
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| 50740 |
mcp-arcgis-tulsa
Claim
Enables searching and querying City of Tulsa GIS open geospatial datasets (parc…
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| 50741 |
vue-mcp-next
Claim
Enables real-time debugging and state manipulation of Vue.js applications throu…
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| 50742 |
mcp-arcgis-yakima
Claim
Enables searching and querying City of Yakima GIS open geospatial datasets, suc…
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| 50743 |
mcp-arcgis-sumter
Claim
Enables AI agents to search, query, and explore City of Sumter, South Carolina …
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| 50744 |
heddle
Claim
Temporal change-impact authority MCP server that tracks per-entity change histo…
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| 50745 |
uthere
Claim
Camera-based presence detection MCP server for Claude Code. Uses your webcam to…
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| 50746 |
ai-bom-mcp
Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
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| 50747 |
GoodNotes MCP Server
Claim
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
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| 50748 |
nable
Claim
Local-first FinOps copilot: ask AWS, Azure, GCP and SaaS cost questions in your…
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| 50749 |
denialbot
Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
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| 50750 |
AgentPM
Claim
A planning and orchestration system for AI-driven software development that int…
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