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Agent Fleet O MCP Server

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 670+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

Agent Fleet O scores 39 (Limited), licensed AGPL-3.0 and written in PHP. It can be reached as a remote MCP endpoint. It declares 33 tools. Filed under Communication, Databases, Productivity. GitHub shows 77 stars. Install configs are generated for 10 clients. Being listed in the registry is not the same as being vendor-official.

by escapeboyAGPL-3.0PHP77 stars
Trust score
39Limited
Trust score 39 of 100, Limited

Limited trust

39 of 100 from six public signals. Nobody can buy a point.

  • OSI-style license: agpl-3.0.
How we score trust
Trust breakdown

Where the 39 comes from

0 + 6 + 6 + 10 + 7 + 10 = 39. Each factor is capped, so no single signal can carry a listing.

Registry0 / 30

Active in the official MCP registry, plus a known vendor namespace.

Registry: 0 of 30 points.
Maintenance6 / 20

How recently the repository saw a commit or release.

Maintenance: 6 of 20 points.
Popularity6 / 20

GitHub stars and weekly downloads, on a log scale.

Popularity: 6 of 20 points.
License10 / 10

A clear, OSI-style open-source license.

License: 10 of 10 points.
Security7 / 10

Not archived, a secure install path, a pinned version.

Security: 7 of 10 points.
Docs10 / 10

A real summary, a README with depth, listed tools.

Docs: 10 of 10 points.

Install

Pick your client, copy the config, paste it in.

Needs Cursor or VS Code installed on this device. The button opens the app and asks you to confirm before it adds the server.

~/Library/Application Support/Claude/claude_desktop_config.json
{  "mcpServers": {    "escapeboy-agent-fleet-o": {      "url": "https://fleetq--escapeboy.run.tools/"    }  }}

Environment variables

This server does not declare environment variables.

  • Super admin operations (requires admin role). Actions: team_suspend, team_billing, billing_credit, billing_refund, security_overview, user_revoke_sessions, user_send_password_reset. Note: feedback tools not available in cloud.

  • Advanced agent operations. Actions: config_history (agent_id), rollback (agent_id, version), runtime_state (agent_id), skill_sync (agent_id, skill_ids), tool_sync (agent_id, tool_ids), feedback_submit (agent_id, rating, comment), feedback_l

  • Manage AI agents. Actions: list (filter by status, limit), get (agent_id), create (name, role, goal, provider, model), update (agent_id + fields), delete (agent_id, confirm=true), toggle_status (agent_id), templates (list agent templates).

  • Manage approvals and human tasks. Actions: list (status filter), approve (approval_id, comment), reject (approval_id, reason), complete_human_task (approval_id, form_data), webhook_config (approval_id, webhook_url).

  • Manage experiment/workflow artifacts. Actions: list (experiment_id or project_run_id), get (artifact_id), content (artifact_id, version), download (artifact_id — returns download URL).

  • Manage AI assistant conversations. Actions: conversation_list, conversation_get (conversation_id), send_message (conversation_id, message), conversation_clear (conversation_id).

  • Manage Boruna evaluation framework. Actions: run (agent_id, benchmark), validate (run_id — validate results), evidence (run_id — get evidence details), capability_list (list evaluation capabilities), skill_manage (manage Boruna skills).

  • Manage local bridge agent relay. Actions: status (connection status), endpoint_list (list discovered endpoints), endpoint_toggle (endpoint_id, enabled), disconnect (terminate bridge connection).

  • Manage team budget and costs. Actions: summary (get budget overview), check (check if budget allows operation, estimated_cost), forecast (period, granularity).

  • Manage chatbot instances. Actions: list, get (chatbot_id), create (name, agent_id, config), update (chatbot_id + fields), delete (chatbot_id), toggle_status (chatbot_id), token_create (chatbot_id), token_revoke (chatbot_id, token_id), sessi

  • Manage external service credentials. Actions: list, get (credential_id), create (name, type, secret_data), update (credential_id + fields), delete (credential_id), rotate (credential_id), oauth_initiate (provider, scopes), oauth_finalize (p

  • Manage multi-agent crews. Actions: list, get (crew_id), create (name, process_type, agents), update (crew_id + fields), execute (crew_id, goal), execution_status (crew_id, execution_id), executions_list (crew_id).

About

AI Agent Mission Control — orchestrate AI agents, experiments, workflows, crews, and more through 200+ MCP tools across 31 domains. ## Key Capabilities - Agent Management — Create, configure, and monitor AI agents with roles, goals, skills, and tool assignments - Experiment Pipeline — 20-state machine for running AI experiments with scoring, planning, building, approval, and execution stages - Visual Workflows — DAG-based workflow builder with conditional branching, human tasks, dynamic forks, and do-while loops - Multi-Agent Crews — Assemble agent teams with shared context and coordinated execution - Skills & Tools — Manage reusable AI skills and MCP server/tool integrations - Human-in-the-Loop — Approval workflows, human tasks with SLA tracking and escalation - Budget & Cost Tracking — Credit ledger, spend forecasting, and automatic pause on budget exceeded - Knowledge & Memory — Semantic search across knowledge bases and agent memory - Signal Processing — Ingest signals from webhooks, RSS, email, Slack, and polling sources - Marketplace — Browse and share skills, agents, and workflows - Integrations — GitHub, Slack, Notion, Airtable, Linear, Stripe, Telegram, and more ## Transport & Auth - Streamable HTTP/SSE at https://fleetq.net/mcp - OAuth 2.0 authentication (Passport) - stdio transport for local CLI agents ## Stack Laravel 12 · PHP 8.4 · PostgreSQL 17 · Redis 7 · Self-hosted · Open-source (AGPL-3.0) GitHub · Website

FAQ

What is Agent Fleet O?
Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 670+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.
How do I install Agent Fleet O?
Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.
Is Agent Fleet O official?
No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.
How is the trust score calculated?
This listing scores 39 (Limited). The formula is published on the methodology page.

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