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Talocode — Open-Source Infrastructure for AI-Native Work

Build locally with open-source tools. Scale with hosted APIs through TALOCODE_API_KEY.

Talocode helps developers and builders make work readable to agents and controllable by humans. Every product ships as an open-source tool you can run yourself, with a hosted API layer when you need scale.


Ecosystem

Category Product Description Status
Backend Cloud Stacklane Backend cloud platform with Postgres, auth, storage, functions, and local-first billing Experimental
Coworker Platform WorkLane Open-source AI coworker platform for teams Experimental
Assistant OS Builder OS Open source assistant operating system for developers and AI builders Experimental
AI Coding Codra Local-first AI coding agent built for real software work Experimental
Agent Browser Agent Browser A from-scratch Rust browser for software agents Experimental
Learning Tera The AI Learning Companion Experimental
Documents DocuLane Office document CLI for agents — read, write, and edit Word, Excel, PowerPoint without Office installed Live
Data Analysis DataLane AI data analysis canvas — connect CSV/JSON/live URLs, describe charts in plain English Experimental
Web Data WebDataLane Turn webpages into clean markdown, metadata, links, and structured data through one API Experimental
Invoices InvoiceLane Turn receipts, invoices, and business documents into clean structured data through one API Planned
Email MailLane Gmail OAuth email API — send transactional emails from any hosting, no SMTP ports needed Experimental
Search SearchLane Agent web search and research API with citations Live
X Search XSearchLane Realtime X search for agents — MCP server, CLI, SDK, hosted API Live
X Growth SignalLane Growth intelligence for builders — find conversations, write sharper replies, grow on X Experimental
X Replies ReplyLane X reply opportunity and algorithm risk intelligence Experimental
X Agent X Agent Open-source X/Twitter growth agent — CLI, SDK, MCP, REST API, and skill packs Experimental
X Pro XProLane Open-source X Pro setup assistant for builders, founders, and creators Experimental
Video VideoLane Agentic video production engine for product demos, tutorials, and launch videos Experimental
Video Infra ClipLoop Open-source video infrastructure for creators and agents Experimental
Audio AudioLane Audio transcription CLI, SDK, MCP server, and hosted API for agents Experimental
Launch Assets LaunchPix Turns raw product screenshots into polished, high-converting marketing assets Experimental
Screen ScreenLane Screen-aware voice command layer for AI agents Experimental
Messaging MessageLane Consent-aware SMS campaigns, provider routing, and delivery operations Live
Telegram Bots BotLane Telegram bridge for AI-powered bots — 1:1 and group chat, session memory, allowlist Experimental
Memory MemoryLane Agent-native memory layer — persistent context, semantic recall, session history Experimental
Context ContextLane Context ingestion pipeline — files, folders, URLs, repos, and notes for persistent agents Experimental
Vector Memory VectorLane Local vector memory engine — ingest, chunk, embed, and search documents Experimental
Wiki Wiki Agent knowledge base — structured wiki of plain Markdown files Experimental
Skills Talocode Skills Reusable AI-agent skill files for Codex, Claude Code, Cursor, and Hermes Experimental
Skill Runtime SkillLane Skill runtime and registry — create, validate, install, run, and share agent skills Experimental
Codex Plugin Talocode in Codex Tera, Codra, Skills, ClipLoop, and Tradia inside Codex, OpenCode, and Claude Experimental
Tool Gateway GateLane MCP gateway and agent tool control plane — policy, access, and execution gates Experimental
Policy Gates PolicyLane Agent policy gate — allow/deny tool actions and secret redaction Experimental
Retries RetryLane Tool-call reliability — retries, backoff, circuit breakers Experimental
Handoffs HandoffLane Schema and semantic handoff validation between agent steps Experimental
Tracing TraceLane Agent run tracing — spans, tool calls, cost, and failure receipts Experimental
Evals EvalLane Lightweight eval harness for agent outputs — assertions and suites Experimental
Reliability ReliabilityLane Reliability patterns for AI agents — failures, retries, verification, incidents Experimental
Verification VerifyLane Deterministic verification for AI-generated code — secrets, security, diff review Experimental
Experiments ExperimentLane Evidence-driven experimentation engine for AI agents Experimental
Lean Building LeanLane Stop AI agents from over-building — decision ladder, diff scoreboard, prune review Experimental
Audits AuditLane Local-first evidence-based security audit workflows for codebases and AI agents Experimental
Status Pages StatusLane Uptime monitoring, incident tracking, and status pages Experimental
GEO GeoLane AI Search Visibility Intelligence — GEO audit, crawler access, citation readiness Experimental
Crawlers CrawlerLane AI crawler intelligence — track what bots and AI assistants do on your website Experimental
Open Source Intel OpenSourceLane Open-source software intelligence — SaaS alternatives, repo risk, migration planning Experimental
Trading Tradia Agentic trading intelligence — proposals, risk checks, journals, performance reports Experimental
CAD ForgeCAD Local-first CAD workflow engine for parametric OpenSCAD scripts, BOMs, and reports Experimental
Calculator CalcLane Open-source Standard and Scientific calculator — self-hostable, local-first history Experimental
Live Coding CodeLane Twitch for coding — stream your code live, watch a 3D git graph Experimental
Dev Toolbox DevTool Unified CLI toolbox — base64, JWT, timestamps, UUID, JSON, hash, URL, colors Experimental
UGC Workflow UGCLane Programmable UGC workflow API for original hooks, scripts, calendars, and experiments Experimental
Hosted API Talocode Cloud Hosted API layer with wallet credits and product namespaces Experimental

Talocode Cloud

Talocode Cloud is the hosted API layer for the entire ecosystem. One TALOCODE_API_KEY gives you access to every product API with prepaid wallet billing.

# All product APIs are available under /v1/{product}/ namespaces
curl https://api.talocode.site/v1/router/chat/completions \
  -H "Authorization: Bearer $TALOCODE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "talocode/auto",
    "messages": [
      { "role": "user", "content": "Hello" }
    ]
  }'

MCP

Talocode MCP exposes all Talocode Cloud product APIs through the Model Context Protocol.

Direct HTTP — For clients that support custom headers:

Endpoint: POST https://api.talocode.site/mcp
Auth:     Authorization: Bearer $TALOCODE_API_KEY

Local Bridge — For clients that cannot send custom headers:

npx @talocode/mcp

The bridge reads TALOCODE_API_KEY from the environment and proxies to the remote endpoint.

Learn more about Talocode MCP →

SDK

Official SDK: @talocode/sdk (published as @talocode/sdk-client).

import { Talocode } from "@talocode/sdk";

const talocode = new Talocode({ apiKey: process.env.TALOCODE_API_KEY });
const result = await talocode.tera.writing.rewrite({ text: "Hello", style: "clear" });
const video = await talocode.cliploop.brief({ prompt: "Weekly promo", channel: "twitter" });
const sites = await talocode.agentBrowser.check({ url: "https://example.com", screenshot: true });
const codraSummary = await talocode.codra.repoSummary({ files: [{ path: "src/main.ts", content: "..." }] });
const skill = await talocode.skills.generate.githubProfile({ username: "octocat", target: "cursor" });
  • One API key — use TALOCODE_API_KEY for every product
  • One SDK@talocode/sdk for all hosted APIs
  • Prepaid wallet — 1 credit = $0.01 USD, 100 free credits on signup
  • Pay-per-use — every API call deducts credits from your wallet
  • OpenAI-compatible router — automatic provider fallback (OpenAI, OpenRouter, Gemini)
  • Top-up via Stripe — minimum $5, instant credit

Learn more about Talocode Cloud →


Links

Resource URL
Website talocode.site — GitHub Pages landing page (legacy: talocode.xyz)
Source github.com/talocode/talocode
Cloud Dashboard dashboard.talocode.site
API Endpoint api.talocode.site
Documentation docs.talocode.site
GitHub github.com/talocode

Status

Status Meaning
Live Running in production, stable APIs
Experimental Working but evolving — APIs may change
Planned Not yet built, design phase

Support

Open-source Talocode products are built and maintained by Abdulmuiz Adeyemo.

Sponsor the work: https://github.com/sponsors/Abdulmuiz44

Talocode ecosystem

Part of Talocode — open-source workflow layers for builders. Explore sibling projects:

Project What it is
ScreenLane Screen-aware voice command layer
Tera AI chat & assistant
Codra Local coding agent
GateLane MCP gateway & agent tool control plane
ContextLane Context ingestion for persistent agents
MemoryLane Persistent agent memory
SignalLane X growth intelligence
ReplyLane X reply opportunity intelligence
CrawlerLane Crawler / SEO intelligence
WebDataLane Web extraction to structured data
SearchLane Search layer for agents
InvoiceLane Invoicing tools
GeoLane Geo intelligence
UgcLane UGC workflows
OpenSourceLane Open-source distribution tools
StackLane Builder stack platform
Tradia Trading intelligence
Agent Browser Browser automation for agents
Talocode Org home & control plane (this repo)
Skills Shared agent skills
X Agent X automation agent
LaunchPix Launch tooling
ForgeCAD CAD workflows
WorkLane Work automation
ClipLoop Clip / video loops
MessageLane Consent-aware SMS campaigns
XSearchLane Realtime X research

MCP-compatible agents integrate via each product's MCP server where available (Model Context Protocol).

More: github.com/talocode · talocode.site · docs.talocode.site

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Open source infrastructure for AI native work

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