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14,394 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
AI Cost Analyzer MCPAnalyzes LLM API token usage to flag waste patterns, reports estimated savings for prompt caching and model substitution, compares model pricing snapshots, and rewrites prompts to… | CommunityPackage | AI and machine learning | Source reviewed | |
AI-Cost-CLI MCPA command-line tool and MCP server that calculates AI API costs, compares providers and aggregators, and recommends models based on usage. | CommunityPackage | Developer tools | Source reviewed | |
aicraft-code-review MCPAn open-source MCP server that provides structured code reviews for bugs, security vulnerabilities (including OWASP patterns), performance issues, and style violations. | CommunityPackage | Developer tools | Source reviewed | |
AI Daily Insights MCPAn MCP server that provides structured access to AI Daily Insights, a Chinese daily AI industry briefing. | CommunityPackage | AI and machine learning | Source reviewed | |
AiDataTaskRunner MCPAn MCP server that allows AI agents to control the AiDataTaskRunner Panel for MetaTrader 5. | CommunityPackage | AI and machine learning | Source reviewed | |
AIDC MCPAIDC MCP enables AI agents to perform OPR/BOD sizing, validation, and rackPlan layout generation using the shared 3D graph from the AIDC-AI.IO engine. | CommunityPackage | Cloud and infrastructure | Source reviewed | |
@aidemd-mcp/server MCPAn MCP server that implements the AIDE methodology, enabling AI agents to manage intent-driven development through progressive disclosure. | CommunityPackage | Developer tools | Source reviewed | |
aide-memory MCPA persistent memory layer for AI coding agents that automatically captures, recalls, and scopes knowledge to specific code areas. | CommunityPackage | Developer tools | Source reviewed | |
aidemo MCPAn open-source MCP server that enables coding agents to generate narrated, captioned product-demo MP4s from a single storyboard.json. | CommunityPackage | Developer tools | Source reviewed | |
AiDex MCPAiDex is a persistent code indexing MCP server that provides AI coding assistants with memory, semantic search, and live telemetry. | CommunityPackage | Developer tools | Source reviewed | |
ai-dictionary-mcpAn MCP server providing AI agents with tools to look up, search, cite, and discuss terms from the AI Dictionary, a glossary of AI phenomenology. | CommunityPackage | AI and machine learning | Source reviewed | |
AI Dimag MCPA community-driven MCP server providing persistent, verified memory for AI coding agents. | CommunityPackage | Developer tools | Source reviewed |
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Remote listings are live-checked and re-checked weekly. Local packages are validated from their attributed registry or catalog source and are never executed by Koskamo. Community and vendor evidence are labelled separately.
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