Context intelligence for Agentic Development — MCP server + setup CLI
Project description
Talon
Context intelligence for Agentic Development — graph-based code context for AI coding agents.
Supported Languages
| Language | Extensions | Parser Features |
|---|---|---|
| Python | .py |
Classes, decorators, raise/except, async |
| TypeScript | .ts, .tsx |
Classes, interfaces, arrow functions, ES imports |
| JavaScript | .js, .jsx, .mjs, .cjs |
Arrow functions, ES imports/exports, method chains, error paths |
| Go | .go |
Structs, receiver methods, interfaces, panic/recover |
| Java | .java |
Annotations, constructors, throws, inheritance, enums |
| Rust | .rs |
Structs, traits, impl blocks, enums, panic!/? error paths |
| C# | .cs |
Classes, interfaces, attributes, constructors, throw/catch |
| Kotlin | .kt, .kts |
Data/sealed classes, companion objects, suspend functions |
| Ruby | .rb |
Classes, modules, include/extend, singleton methods, rescue |
| PHP | .php |
Classes, interfaces, traits, enums, namespace imports |
All languages get full-depth parsing: classes/structs, functions/methods, imports, call edges, error flow edges, method chain resolution, and cross-module call edges.
Install
One-line installer (recommended — sets up the venv, PATH links, Claude Code hooks and statusline):
curl -fsSL https://api.cogmeta.ai/install.sh | sh
Or install the wheel directly (the package is cogmeta-talon — not talon, which is an unrelated PyPI project):
pipx install cogmeta-talon
Quick start
# Authenticate with cogmeta.ai (opens browser, no copy/paste)
talon auth login
# Generate .mcp.json for your project
talon init
# Index your project into the cloud code graph
talon index
Then restart Claude Code — Talon is active. Verify with talon check (or talon doctor for a full diagnosis).
After your first run
Once you've dispatched a job, your trust dashboard surfaces every piece of data Cogmeta holds about you — self-serve, no support ticket required:
- app.cogmeta.ai/dispatch/trust.html — PII findings in your recent jobs (heuristic scanner; you confirm each redaction).
- app.cogmeta.ai/dispatch/redaction.html — every redaction you've requested + the
executed_attimestamp once the TombstoneSweeper actually erases the content. - app.cogmeta.ai/dispatch/retention.html — per-category TTL settings (jobs, conversations, messages). Data older than the TTL is auto-erased on the RetentionSweeper's hourly tick.
- app.cogmeta.ai/dispatch/jobs.html — your dispatched jobs + cost. Banners surface jobs that will expire within 3 days so you can export before they vanish.
- app.cogmeta.ai/dispatch/facts.html — Mechanism A memory facts. Every job you complete extracts up to 5 durable claims about your codebase (file paths, symbol names, error patterns, design decisions); future jobs in the same area get those facts injected into the agent's system prompt. View what's been learned, delete any of it; immediate erasure, no operator review.
- app.cogmeta.ai/dispatch/facts-considered.html — what the ranker considered but didn't inject. Promote one to boost its confidence so it crosses the T1 floor next time; suppress one to delete it entirely. Every click tunes your ranker — the precision-feedback loop that compounds over time.
- app.cogmeta.ai/audit-log.html — hash-chained audit trail (tamper-evident; verify locally with the chain's prev_hash links).
For machine-readable GDPR Art 15 export: POST /cloud/v1/dispatch/user/data/export returns the bundle inline. Schema is published at app.cogmeta.ai/dispatch/export-bundle/v1.0/ — pin schema_version and DPO automation evolves additively.
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