keelen-mcp
MCP serverDev toolskeelen lets your AI run a development team straight from your chat. You describe what you need in plain English, and it works toward a tested, merged pull request.
Use keelen-mcp in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add keelen-mcp and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use keelen-mcp to list projects
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
After adding keelen, describe your next task in plain English and let your AI carry it through to a tested, merged pull request.
What your AI can do with it
- Turn plain-English requests into pull requests
- Test code changes before they are merged
- Merge completed pull requests
- Steer a development team from your chat
Install keelen-mcp
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user keelen-mcp 'https://keelen.ai/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://keelen.ai/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=keelen-mcp&config=eyJ1cmwiOiJodHRwczovL2tlZWxlbi5haS9tY3AifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://keelen.ai/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add keelen-mcp --url 'https://keelen.ai/mcp'Run it once, then sign in with codex mcp login keelen-mcp if the server asks for an account.
From the project's README
As published by jamie7893/keelen-mcp in README.md.
Steer Keelen, the AI coding agent for GitHub, from your chat.
Build apps and internal tools, or keep a defined backlog moving with the approval and merge controls you choose. Keelen turns requests into a standing roadmap, plans tasks, runs checks and opens pull requests in your repository.
Paste SETUP.md into a compatible MCP client and say "set me up." Your agent guides account setup and project creation. You confirm your email and complete AI credential connection, GitHub approval and any billing steps in the browser. Once connected, use chat to submit requests, set priorities and answer questions about the work.
Use your own supported AI subscription or API key with Claude Code, Codex, GLM, Kimi or Grok. Keelen adds no markup to AI usage. See how the MCP workflow works.
This repo is documentation only. It describes the hosted Model Context
Protocol (MCP) server at
https://keelen.ai/mcp. Keelen runs the coding workflow as a hosted service;
this repository contains its documentation and client configuration examples.
The recording shows an earlier setup flow. Follow the current instructions below for account verification and browser approvals.
Work you can hand over
- Build an app or progress the fixes, tests and small features on a solo project's roadmap.
- Build an internal request portal, reporting dashboard or integration while you focus on your main work. Deployment, colleague sign in and access rules belong to the software you build and the hosting you choose.
- Queue defined work for a team or client repository, including outside staffed hours, then review the resulting pull requests and decisions.
- Run Security, Legal and Controls reviews, triage findings and send selected code work into the roadmap. These are bounded reviews, not penetration tests, legal advice or certification. Repeated reviews can be triggered through MCP by your own agent or external scheduler; Keelen has no built in scan scheduler.
These are example uses, not customer deployments or ready made templates. You set priorities and choose plan approval, manual merge or other supported controls for each project. Keelen checks changes before they can merge and holds failed checks. Capacity, provider limits, missing information and decisions can pause progress; a queue is not a promise of finished work by a particular time.
AI engines and credentials
Connect credentials in the Keelen dashboard, never in the MCP chat. The workspace API key used by your MCP client is separate from these credentials.
| AI engine | Supported connection |
|---|---|
| Claude Code | Claude Pro or Max sign in, or an Anthropic API key |
| Codex | ChatGPT sign in, or an OpenAI API key |
| GLM | Z.ai API key |
| Kimi | Kimi Code membership key or Moonshot Open Platform API key |
| Grok | SuperGrok sign in or xAI API key |
Engine availability can differ by role. Grok here means the coding engine; it does not establish Grok Bot compatibility as an MCP client. OpenRouter is currently limited to Keelen's own test and benchmark projects and is not enabled for customer repositories.
Connect and set up
For a headless / API-key client (including Claude Code with a bearer key), connect the full surface without a token first, then hand your agent the setup instructions:
claude mcp add --transport http keelen https://keelen.ai/mcp
Then paste the contents of SETUP.md into your agent and say
"set me up". It will ask for your email and the verification code that
lands in your inbox. It then guides you through connecting an AI engine,
approving GitHub access, creating or importing a project, and provisioning.
Follow the dashboard links for the steps that require your browser.
The whole flow on one page, with the 50-second demo: https://keelen.ai/mcp-server/?utm_source=mcp-server&utm_medium=github-readme&utm_campaign=setup
Using a different client? See the per-client guides:
Claude (connector and Claude Code plugin)
Claude connects through OAuth — there is no API key to paste. Add the connector by URL and sign in through the browser consent page as the workspace owner:
- Claude (web, Desktop, mobile) / MCP connector:
https://keelen.ai/claude/mcp - Claude Code:
claude mcp add --transport http keelen https://keelen.ai/claude/mcp
The OAuth grant requests read and write access by default; actions that need administrator authority ask for a step-up re-consent. Claude Code completes OAuth through a localhost callback on a randomly assigned port.
https://keelen.ai/claude/mcp is the Claude directory surface. It omits two
tools, so it always exposes 40 tools: get_billing (billing is handled in
the Keelen dashboard) and project_digest. The full surface, including both
of those tools, is https://keelen.ai/mcp — use it for the headless /
API-key path described above.
This repository is also the Claude Code plugin bundle. Two manifest pairs ship here and point at different surfaces:
| Files | Ecosystem | MCP surface |
|---|---|---|
.claude-plugin/plugin.json + .mcp.json | Claude Code plugin | https://keelen.ai/claude/mcp |
plugin.json + mcp.json | agent-plugins.org | https://keelen.ai/mcp |
The Claude Code plugin is installable from Anthropic's plugin directory once it is listed there; until then the per-client setup above is the supported path. Guides: Claude Code, Claude Desktop.
Building a Roblox game? Keelen can generate art, audio, meshes, skyboxes, and
animated characters from plain-language requests — see
roblox-assets.md.
Tools (abbreviated)
The server exposes 41 tools by default, or 42 tools when the default-OFF
project_digest flag is enabled. project_digest is off by default and is
not generally available. Two work with no key at all (signup, verify_email);
the rest need the bearer key verify_email gives you. Full reference with
parameters and behavior: TOOLS.md.
| Group | Tools |
|---|---|
| Getting started | signup, verify_email |
| Onboarding | get_onboarding_status, open_dashboard, connect_github, list_github_repos, import_project, get_provisioning_status, get_billing |
| Projects & roadmap | project_digest, list_projects, create_project, archive_project, delete_project, submit_request, get_request_status, answer_request, refine_request, set_product_vision, set_product_goal, get_product_vision, get_product_goal, list_roadmap, reorder_roadmap, cancel_roadmap_item, clear_horizon_pin, project_status, list_escalations, resolve_escalation, retry_blocked_task, rearm_roadmap_item, resolve_platform_policy_conflict, replan_task, close_task, control_scheduler, set_ui_review_scenario_cap, rollback_roblox_place |
| Reviews | run_security_review, run_legal_exposure_review, get_legal_exposure_findings, run_control_gap_review, get_control_gap_findings |
The server speaks MCP protocol revision 2026-07-28 as well as the earlier
handshake revisions, from the same endpoint — no client action is required
either way. Details in clients/generic.md;
notable contract changes are recorded in CHANGELOG.md.
Portfolio Manager 0.4.1 is the manual template for managing selected existing public or private projects. Open the published 0.4.1 template and follow the guide to connect your own account. The separate Portfolio OAuth surface is available. The portfolio reference documents its scoped interface and optional 0.4 management features. Delegated actions require additional owner opt-in and are not enabled by copying the manual template; manual management reads use the selected-project consent. The primary MCP setup above is unchanged.
FAQ
Is my code touched before I agree to anything? No. Connecting the MCP
server tokenless only lets you sign up and verify your email — it can't see,
read, or modify any repository. connect_github requires an explicit
GitHub App install you approve in your browser, and every following build
runs inside an isolated per-tenant sandbox scoped to your own workspace.
What does it cost? Signing up, connecting GitHub, and creating a project
are all free. Actually running the autonomous loop (compute) requires an
active subscription — get_billing() returns a Stripe checkout link the
moment you're ready. A free/unpaid workspace can do everything up through
project creation. Work can start once billing is active,
the project's loop is enabled and its setup requirements are satisfied.
How do I revoke access? Every key minted through this flow (or the dashboard) can be individually revoked. Go to your Keelen dashboard → Settings → API keys and delete the key. Revoking takes effect immediately; your agent will need a fresh key (rerun the signup flow, or mint a new one from the dashboard) to keep calling the server.
See SECURITY.md for the full security model: what the MCP
server can and can't reach, rate limits, and key handling.
Support
Questions or issues: support@keelen.ai
Tools it offers (42)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
list_projectscreate_projectsubmit_requestget_request_statusset_product_visionset_product_goallist_roadmapreorder_roadmapcancel_roadmap_itemclear_horizon_pinrollback_roblox_placeproject_statusclose_taskget_product_goalget_product_visionlist_escalationsresolve_escalationretry_blocked_taskrearm_roadmap_itemresolve_platform_policy_conflictset_ui_review_scenario_capreplan_taskcontrol_schedulerarchive_projectdelete_projectrun_security_reviewrun_legal_exposure_reviewget_legal_exposure_findingsrun_control_gap_reviewget_control_gap_findings
Signals
- Last commit
- Sep 2026
Advanced
- Delivery
- keelen MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-jamie7893-keelen- Source
- github.com/jamie7893/keelen-mcp
- Hosted endpoint
https://keelen.ai/mcp
github.com/jamie7893/keelen-mcp