Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Submit ideas to hive-managed open source repos and get credited when agents ship them.
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http dibs https://dibs.hivecommons.dev/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dibs": {
"url": "https://dibs.hivecommons.dev/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"dibs": {
"type": "http",
"url": "https://dibs.hivecommons.dev/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
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Authorization secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain hivecommons.dev (the registry checks domain ownership)
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Not checked yet; we check endpoints in rotation
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Not checked yet; we read the tool list when we check the endpoint
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 18 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Fomu MCP
Servers in the same category from other makers, sorted by stars.
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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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A place to offer software ideas to projects and retain credit for them.
Your idea, your credit, their code.
The missing contributor layer for the AI-agent era.
Dibs is a two-sided marketplace that connects ideators — people who call dibs on ideas: great insight, but no time, tooling, or inclination to write code — with hive-managed repositories: projects that use Hive to run coding agents under maintainer-chosen rules.
ideated). The receiving project can then have its agents work on it under its own review rules. In this default flow Dibs is just the matchmaker: it never files the issue for you.Open source has always had a quiet contributor class with no outlet: researchers, operators, designers, power users — people who know exactly what a project needs but will never open a pull request. Open source has also always known ideas are contributions — the all-contributors spec has a 💡 "ideas" emoji, and the academic CRediT taxonomy credits "Conceptualization" as a first-class role. Dibs makes that credit real, machine-readable, and public.
Creators get credit. Agents do the work. Projects take the bow.
Every implemented idea traces back to its ideator: the GitHub issue credits the idea's author, the resulting work carries that provenance, and the public credit wall (/api/credits, "Credit wall" in the UI) lists every ideator with a settled idea: a GitHub issue URL has been recorded. This credits the proposal, not proof that its implementation shipped or its issue was closed. Settled ideas appear regardless of their visibility setting: settling a private idea makes its credit facts (author, title/TLDR, target, issue URL, and time) public, but not its body or private detail endpoint.
No local installation or Go toolchain is needed. Open dibs.hivecommons.dev to browse the public surface; posting needs a Hive Hub sign-in and filing the issue needs a GitHub account.
Non-Hive GitHub targets can skip the receiving-project acceptance step. For settlement and privacy details, see the consumer API. To submit from a coding agent instead, see MCP setup.
The following sections cover running Dibs, its API, and local development, not prerequisites for using the hosted site.
Single Go binary (cmd/dibs) serving both the JSON API and an embedded static UI, deployed at its own subdomain: dibs.hivecommons.dev. The base path is configurable (DIBS_BASE_PATH), so path-prefixed reverse-proxy deployments also work.
| Package | Purpose |
|---|---|
pkg/server | HTTP server, base-path routing, embedded UI |
pkg/auth | Auth bridge — validates the hive hub session cookie against the hub |
pkg/store | Idea model + JSON file store (atomic writes, no external DB), offer/settlement state machine |
pkg/fsutil | Shared atomic JSON persistence helper (temp file + rename, mode 0600) used by the file stores |
pkg/api | Idea CRUD + matching/offer/feed/decide/notification API (author-scoped, private ideas never leak) |
pkg/registry | Hive-managed repo profiles + "accepting ideas" opt-in |
pkg/match | LLM idea↔repo scoring via litellm gateway, cached TLDRs, "✨ Embellish" draft refinement, deterministic keyword fallback |
pkg/settle | Settlement — prefilled GitHub new-issue URL the ideator files themselves (ideated label, 🐝 Dibs footer, URL-length budget) + issue-URL confirmation; legacy token mode. Ideas can target ANY GitHub repo: non-hive targets skip acceptance and their issues carry a "request a hive" growth CTA |
pkg/notify | In-app notification feed (bell): matches, offers, decisions, issues |
pkg/mcpserver | Streamable HTTP MCP endpoint exposing Dibs tools (see Submit ideas from your agent) |
pkg/intake | Extracts idea text from uploaded documents or transcribed audio |
pkg/game | Gamification layer — points, levels, badges — recomputed from stored idea state, never a mutable counter |
pkg/catalog | Builds and searches a separate CNCF project catalog |
pkg/history | Backfills public GitHub activity for hive-managed repos; persists daily counts for repo index charts |
pkg/indexformula | Weighted composite behind the repo market index |
pkg/news | Turns recent merged PRs into repo news cards |
pkg/deps | Single place declaring the subsystem dependencies the HTTP server, JSON API, and MCP endpoint are wired with |
| Env var | Default | Meaning |
|---|---|---|
DIBS_BASE_PATH | / | Base path every route/asset is served under (set e.g. /ideas for path-prefixed proxying) |
DIBS_ADDR | :8080 | Listen address |
DIBS_METRICS_ADDR | (unset) | Internal Prometheus /metrics listener (e.g. :9090); unset keeps it off. See deploy/ |
HUB_URL | https://hive.hivecommons.dev | Hive hub for session validation & repo sync |
DATA_DIR | /data | JSON store directory |
REPOS_SEED_FILE | (unset) | Static JSON seed of repo profiles for dev/demo |
DIBS_LLM_BASE_URL | (unset) | OpenAI-compatible gateway (hive litellm), e.g. http://litellm:4000/v1. Unset → deterministic keyword matcher |
DIBS_LLM_API_KEY | (unset) | Bearer token for the LLM gateway |
DIBS_LLM_MODEL | gpt-4o-mini | Model name routed by the gateway |
DIBS_GITHUB_TOKEN | (unset) | Legacy mode only for issue creation: when set, Dibs opens the credited issue server-side on accept. Unset (default), the ideator files a prefilled GitHub issue themselves — native attribution. Also used, when present, to authenticate the GitHub lookup that verifies a confirmed issue URL (anonymous otherwise) |
DIBS_ADMINS | (unset) | Comma-separated, case-insensitive GitHub logins granted admin access (idea-moderation endpoints) |
DIBS_CLANKER_MARKERS | hive: agent=,kubestellar-hive[bot] | Comma-separated, case-insensitive markers matched against PR branch/labels/body/author to classify agent activity |
DIBS_INTAKE_MAX_MB | 25 | Max upload size (MB) accepted for idea-intake file uploads |
DIBS_INTAKE_EXTRACT_WORKER | _(on)_ | Set to off to extract uploaded documents in-process instead of in a memory-limited, time-limited child worker (not recommended: crafted documents can then exhaust the server's memory) |
DIBS_STT_URL | (unset) | Speech-to-text gateway URL; when set, enables voice/audio idea submission |
DIBS_STT_KEY | (unset) | API key for the STT gateway |
DIBS_STT_MODEL | (unset) | Model name routed by the STT gateway |
Legacy IDEATE_* names (the pre-rename prefix) are still honored as fallbacks for every DIBS_* variable.
See ROADMAP.md for what is planned next. Delivery history:
deploy/ manifests for dibs.hivecommons.dev), public landing page, public credit wall, ideator profile stats.ideated label) and confirms the issue URL; LLM-assisted idea refinement on posting and repo-tailored expansion on submission; token-based settlement demoted to legacy.Every push to main publishes ghcr.io/hivecommons/dibs (latest + commit sha) via .github/workflows/docker.yml; the image is distroless and runs as non-root. Plain Kubernetes manifests for dibs.hivecommons.dev (Deployment, Service, cert-manager TLS Ingress, PVC, ConfigMap/Secret) live in deploy/, including the required DNS record and hub-cookie prerequisites.
| Route | Purpose |
|---|---|
GET / | Landing page (pitch + sign-in) — signed-in users get the full app |
GET /api/credits | Credit wall data: settled ideas only (handle, title, TLDR, repo, issue URL) |
GET /api/leaderboard | Aggregate ideator scores/levels/badges |
GET /api/ticker | Public idea ticker tape for the logged-out landing page |
GET /api/board | Live-markets board shown on the logged-out landing page |
GET /api/stats | Aggregate, non-identifying counts |
GET /api/repos/{org}/{repo}/index | Repo value-index chart series |
GET /api/repos/{org}/{repo}/news | Repo news feed |
GET /api/repos/{org}/{repo}/qr.png | Repo QR code |
GET /healthz | Liveness check + embedded git version |
GET /readyz | Readiness check — verifies the data store is accessible/writable |
Everything else requires a hive hub session; signed-in ideators additionally get GET /api/me/stats (ideas posted / offered / accepted / settled).
For response schemas, eligibility/privacy rules, settlement actions, rewards, and stability levels, see the credit-wall consumer API.
Dibs exposes a stateless Streamable HTTP MCP endpoint at https://dibs.hivecommons.dev/mcp, so Claude Code, Copilot CLI, Cursor, Gemini CLI, Codex, and other MCP clients can submit ideas without leaving the agent.
Dibs is listed in the official MCP Registry as dev.hivecommons/dibs (registry entry). Search for that full name: a plain dibs search also returns unrelated servers with the same name, including the 1stDibs marketplace and other coding-agent tools called dibs. How the listing is published is covered in MCP Registry publishing.
Available tools:
| Tool | Auth | Purpose |
|---|---|---|
submit_idea(title, description, tags?) | Required | Creates a private draft idea owned by you and returns its id and API URL |
list_my_ideas() | Required | Lists your ideas with lifecycle phase/status |
get_idea(id) | Optional for public ideas; required for private ideas (author, or owner of a repo holding a pending or accepted offer) | Shows detail, matches, offers, and settlement state |
list_repos() | Not required | Lists registered repo venues |
Use Authorization: Bearer . Dibs first asks the Hive Hub /api/saas/whoami endpoint to verify the bearer token server-to-server; the hub already accepts GitHub bearer tokens for registered hub user
Only the beginning is shown; read the rest in the repo