killbottleneck-mcp
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AlicenseAqualityBmaintenanceTurns team chat (Slack, Discord, MS Teams, Mattermost) into a living knowledge base - a typed knowledge graph plus auto-generated wiki - exposed to AI agents through a 28-tool MCP server with semantic search, expert finding, and decision tracing.28449Apache 2.0- AlicenseNot gradedqualityCmaintenanceEnd-to-end agent-managed company brain. Humans and any MCP agent co-author living docs (Markdown + extensions), 40+ visual diagrams (Mermaid, BPMN, D2, PlantUML, ELK, Excalidraw), plans, and a self-learning Knowledge Graph. 163 tools across 16 categories. Auth: OAuth 2.1 or API key. Lean, secure, affordable — from individuals to enterprise.MIT
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- AlicenseNot gradedqualityCmaintenanceEnables AI agents to explore and extend a local-first, SQLite-backed visual knowledge graph through 12 tools for listing maps, searching and reading nodes, and creating, updating, or linking nodes and edges. Every AI-written node carries provenance and is checked against near-duplicate titles, so agent-added ideas appear in a shared graph that people also edit by hand.MIT
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TDQS
Scored across 15 tools
Each tool targets a distinct resource and action. Map tools (list_maps, get_map, create_map, add_nodes, update_node, delete_node) are clearly separated from rule tools (create_rule, list_rules, update_rule, delete_rule, list_rule_runs) and template tools (list_rule_templates, save_rule_template, delete_rule_template). No two tools appear to do the same thing.
All tool names follow a consistent verb_noun pattern in snake_case, with verbs like list, get, create, add, update, delete, save. The nouns are appropriately pluralized for collections and singular for single entities, creating a predictable and readable API surface.
15 tools is well within the ideal 3-15 range. The count is justified by the dual domain of map management and automation rule management, with each tool serving a distinct purpose and no apparent bloat.
The tool surface covers the core lifecycle for maps (create, read, update nodes, delete nodes) and automation rules (create, read, update, delete, runs, templates), plus organization structure. The only notable gaps are lack of map-level update/delete, but these appear to be intentional API limitations rather than oversights.