Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
One private feed for you and your AI agents. Review reported actions with permission.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
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Works in Claude on the web, desktop and mobile:
https://www.monologue.events/mcpRun this in your terminal
claude mcp add --transport http monologue https://www.monologue.events/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"monologue": {
"url": "https://www.monologue.events/mcp"
}
}
}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": {
"monologue": {
"type": "http",
"url": "https://www.monologue.events/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://www.monologue.events/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These 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 7, 2026
The registry name was verified with the GitHub account willcheung, which owns the repo
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Not checked yet; we check endpoints in rotation
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (0.1.1) reached the registry 32 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, FactLot
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Your agent feed.
Monologue is an open-source feed of what your AI agents did for you.
It records things agents change — emails sent, forms submitted, purchases made, code pushed, calendar events changed, transactions executed — while ignoring research, reasoning, browsing, and other internal work.
As people use more autonomous agents, their actions become scattered across different products. Monologue creates one timeline of what they changed.
If your agent changed something, it shows up in Monologue.
A message sent belongs in the feed. Reading fifty messages does not. Code pushed to a remote repository belongs; local edits, commits and tests do not. The feed stays useful by staying strict about signal.
Requirements: Node.js 22.12+ and npm (CI uses Node.js 22).
git clone <your-monologue-repository-url>
cd monologue npm install cp .env.example .env
Set a private key in .env:
DATABASE_URL="file:./monologue.db"
MONOLOGUE_MODE="single-user" MONOLOGUE_API_KEY="replace-this-with-a-long-random-value" MONOLOGUE_URL="http://localhost:3000"
Create and seed the local SQLite database, then start Monologue:
npm run db:migrate
npm run db:seed npm run dev
Open http://localhost:3000 for the website or http://localhost:3000/feed for the feed. The SQLite file lives at prisma/monologue.db and is ignored by git.
With the development server running and MONOLOGUE_API_KEY exported in your shell:
curl -X POST http://localhost:3000/api/actions \
-H "Authorization: Bearer $MONOLOGUE_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "agentName": "Codex", "verb": "pushed", "summary": "Pushed the first Monologue feed implementation.", "category": "code", "status": "completed", "system": "GitHub", "objectType": "commit", "objectName": "abc123", "project": "Monologue", "externalId": "abc123", "source": "self_reported" }'
The response is {"success":true,"id":"..."} and the action appears at the top of the feed. Sending it again returns the same ID with "duplicate":true.
Copy the whole skills/monologue directory into your agent's supported skills directory. Configure the agent's persistent environment or secure secret store with your self-hosted instance and its ingestion key:
MONOLOGUE_URL="http://localhost:3000"
MONOLOGUE_API_KEY="the-key-configured-on-your-instance"
Keep the URL and key together and use your agent's secure configuration mechanism. For a remote agent, use the reachable HTTPS URL of your own deployment. No Monologue hosted account or marketplace plugin is required for single-user mode.
The same portable skill supports clients with native skill discovery and agents that load instructions directly. Copying only skills/monologue/SKILL.md works when the agent will POST directly rather than use the helper.
After any installation method, confirm monologue appears in the agent's available-skills list. Reload skills or start a new session when the agent builds that list at session start. Installation is not complete until the skill is discoverable.
The included helper has no dependencies:
python3 skills/monologue/scripts/report-action.py \
--agent Codex \ --verb pushed \ --summary "Pushed the first Monologue feed implementation." \ --category code \ --system GitHub \ --project Monologue \ --external-id abc123
Reporting is required, with best-effort delivery. Capture the returned event ID; a clean helper exit can also mean delivery was skipped. Note any reporting gap without breaking the primary task.
The standalone application includes both single-user mode and an optional multi-user cloud mode for your own deployment. Single-user mode uses local SQLite and MONOLOGUE_API_KEY. Cloud mode adds Google sign-in, personal workspaces, revocable agent keys, and SQLite-compatible Turso persistence. Plugin packaging and marketplace distribution are private and are not included in this public checkout.
Set these variables for cloud mode:
MONOLOGUE_MODE="cloud"
BETTER_AUTH_SECRET="replace-with-at-least-32-random-characters" BETTER_AUTH_URL="https://monologue.example.com" GOOGLE_CLIENT_ID="..." GOOGLE_CLIENT_SECRET="..." TURSO_DATABASE_URL="libsql://..." TURSO_AUTH_TOKEN="..."
Create a Google OAuth web client and register this exact callback URL:
https://monologue.example.com/api/auth/callback/google
Google sign-in requests only openid, email, and profile. It does not grant Monologue access to Gmail, Calendar, Drive, or other Google services. New users are taken to /settings/keys, where they can copy the setup prompt to add an agent. Someone signing up through an agent connection link returns to that link to approve automatic key creation. Returning users go to /feed or their requested page.
For a Vercel deployment backed by Turso:
vercel link
vercel integration add tursocloud/database vercel env pull .env.local npm run db:migrate:turso
Choose a Turso region close to the Vercel Function region. Add the remaining cloud-mode variables in Vercel, then deploy with vercel --prod. Apply committed Turso migrations before deploying code that depends on them; the migration runner records checksums and safely skips migrations already applied.
See docs/HOSTED_ARCHITECTURE.md for application structure, tenant isolation rules, and deployment checks.
Optional browser and server error monitoring uses Sentry. See docs/SENTRY.md for isolated project setup, deployment variables, collection boundaries and verification. Monitoring stays off without a DSN and during local development.
The hosted OAuth MCP endpoint is /mcp; it does not accept REST API keys. Its two tools use the same action data and workspace permissions. read_timeline defaults to 25 results (maximum 100), supports filters and cursor pagination, and excludes raw metadata and credential identifiers. OAuth tokens cannot authenticate to REST. See MCP setup and rollout for scopes, configuration and migration requirements.
REST reporting works in single-user mode with the configured key. OAuth MCP requires your own cloud-mode deployment with browser sign-in; connect a compatible client to https:// /mcp and approve reading and reporting together for the workspace you choose. Both follow your current membership; older limited grants remain limited until you reconnect.
Both routes require Authorization: Bearer .
POST /api/actions validates and creates an action. Required fields: agentName, verb, summary, category, status, and system.GET /api/actions returns newest first and accepts agent, category, status, system, project, from, to, and search query parameters.Hosted automatic connection uses three short-lived endpoints:
POST /api/connect/request starts a ten-minute connection request for an agent. It requires agentName and optionally accepts platform and skillVersion.POST /api/connect/approve requires a signed-in browser session and approves that request for the user's workspace.POST /api/connect/poll lets the requesting agent claim its generated key exactly once after approval.Only hashes of the device and approval codes are stored. The long-lived API key is created at claim time, returned once to the agent, and then stored by Monologue only as a hash. Automatic keys are scoped to actions:write; existing and manually created keys retain read and write access for compatibility.
Monologue derives stable agent identity from the authenticated connection instead of trusting a submitted agentId. Older keys are attached to an Agent automatically on their next write, so installed skills remain compatible. Agent-key ingestion is always stored as self_reported; verified and observed are reserved for future trusted ingestion paths.
externalId is optional. When supplied, the tuple (agentName, system, externalId) is unique and retry-safe. No fuzzy deduplication is performed.
Use url for the action's primary destination—the commit, order, event, payment, or other changed object. Use the free-form metadata JSON object for provider-specific details and secondary links:
{
"url": "https://amazon.com/orders/7741", "metadata": { "orderNumber": "113-4820917-7741", "quantity": 2, "receiptUrl": "https://amazon.com/orders/7741/invoice" } }
The detail drawer presents the primary URL as an “Open in…” button and formats metadata as readable rows.
Supported categories: communication, calendar, purchase, reservation, finance, code, file, task, account, crm, database, deployment, form, other.
Supported statuses: completed, failed, pending. Supported sources: self_reported, verified, observed.
AI agent → Monologue skill → POST /api/actions → validation + dedupe → SQLite
├─ Feed ├─ AI Crew profiles ├─ Weekly agent ledger ├─ Filters + search ├─ Action details └─ Browser-generated static share cards
Next.js renders the product directly from one SQLite-compatible database through Prisma. Local mode uses one SQLite file; hosted mode uses workspace-scoped libSQL/Turso. Recap combines a 28-day activity matrix and current streak, the seven-day ledger and a last-24-hours report. The activity matrix and weekly ledger aggregate recorded completed actions at the same capture time. Share cards are rendered as static PNGs in the browser and are never uploaded or connected to future activity. The API and product pages use the same validation and data-access layer, with no queue, cache, analytics service, or charting framework.
Deployment architecture and the Google sign-in boundary are documented in docs/HOSTED_ARCHITECTURE.md. Both runtime modes share the same application, API, persistence layer, and portable skill.
npm run lint
npm run typecheck npm test npm run test:libsql npm run test:reporter npm run test:browser npm run build
Pull requests and pushes to main run these checks in GitHub Actions, alongside the existing public-repository privacy check. CI uses Node.js 22, Python 3.12, and disposable local databases; it needs no hosted credentials and does not deploy. typecheck generates Next.js route types before checking TypeScript so it works in a fresh checkout (generate the Prisma client first with npx prisma generate).
test:libsql reruns the MCP, workspace, and REST/connection route integration tests using the libSQL adapter. test:reporter uses Python's standard library to test the portable reporter without network calls or Keychain access. The route tests exercise real validation, credentials, and persistence; only browser session resolution is mocked. Real Google sign-in is outside these tests.
For the browser suite, install Chromium once with npx playwright install chromium (npx playwright install --with-deps chromium on Linux). test:browser starts its own loopback server and disposable database with synthetic accounts. It checks Recap navigation, focus, responsive charts, static sharing and real PNG exports. It never uses production cred
Only the beginning is shown; read the rest in the repo