AI Company
UnclaimedMulti-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.
Install
pip install uvSet up this server
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40 of 40 tools
Documented tools (40)
From project documentation. A server handshake does not verify each tool’s description or behavior.
agent_list
List team members
agent_template_list
Get available Agent template list
agent_template_recommend
Recommend the best Agent template based on task description
agent_update_status
Update Agent status (idle/busy/error)
channel_mentions
Get unread @mentions for an agent
channel_read
Read messages from a channel
channel_send
Send a message to a channel (team:/project:/global) with @mention support
context_resolve
Resolve current context and retrieve relevant background information
debate_code_review
Start a code review debate session
debate_start
Start a structured 4-round debate (Advocate→Critic→Response→Judge)
decision_log
Log a decision to the cockpit timeline
default
core groups only (task,team,memory,infra,reports = 29 tools, hard-capped at <=50)
ecosystem
42
failure_analysis
Failure Alchemy — analyze root causes, generate antibody/vaccine/catalyst
link_query
Query the cross-domain reference graph by node (what references this / what does this reference)
link_trace
Trace a reference chain from any OS ID (wfid / commit / task uuid) with evidence snippets
meeting_conclude
Summarize meeting conclusions
meeting_create
Create a structured meeting (8 templates, keyword auto-select)
meeting_list
List all meetings
meeting_read_messages
Read meeting records
meeting_send_message
Send a meeting message
meeting_template_list
Get available meeting template list
meeting_update
Update meeting metadata
memory_add
Write a direction-layer memory (preference/correction/design intent, 4 kinds; bucket quotas 1200/1500/300 chars, <=400 chars per entry, supersedes swap)
memory_invalidate
Explicitly invalidate a direction-layer memory (by id or unique substring; invalidate, never delete — auditable)
memory_list
List valid direction-layer entries (kind filter; data source for both injection hooks)
memory_reconcile_apply
Apply agent-confirmed reconcile operations (merge / invalidate / score / promote); idempotent, size guardrails enforced on promote
memory_reconcile_candidates
On-demand reconcile coarse pass (zero-LLM): BM25-paired candidate groups + direction-layer inventory + promotion material + operation guide
memory_search
Search team memory — recency-window recall within scope + pure-Python BM25 rerank (Chinese bigram, no embeddings)
task_create
Create a new task (autostart supported; tasktype is accepted but retired — a no-op kept for backward compatibility)
task_list_project
List all tasks under a project
task_memo_add
Add an execution memo to a task
task_memo_read
Read task history memos
task_run
Execute a task with full execution recording
task_status
Query task execution status
task_update
Partial update of task fields with auto timestamps
team_briefing
Get a full team panorama in one call (members + events + meetings + todos)
team_list
List all teams
team_status
Get team details and member status
unified_search
Three-arm RRF search across memos / reports / tasks — BM25 full-text + knowledge-graph fanout + exact ID match
Tool change history
FAQ
Questions about AI Company MCP Server
- How do I connect AI Company MCP Server to Claude?
- The listing records `pip install uv` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Code, Cursor as compatible clients.
- Is AI Company MCP Server free?
- The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can AI Company MCP Server do?
- AI Company MCP Server documents 40 tools to the agent, including agent_list, agent_template_list, agent_template_recommend. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.