Observability for agents
Give your coding agents the same pipeline humans use: capture sessions locally, attribute lines, search past playbooks over MCP, and ship review-ready context to GitHub or GitLab. It starts with semantica enable.
Try enable, blame, or explain: commands type out,
then the response streams line-by-line.Verifiable
Record
Across commits, pull requests, and repositories
Line-level
Attribution
See what was AI-written, edited, and human-authored
Review-ready
Context
Checkpoints, sessions, and playbooks for every change
Local-first
By default
Egress-safe with redaction and explicit connect
Coding agents
Hooks and MCP wiring are provider-specific. Pick your stack and follow the setup guide for capture depth, config paths, and optional MCP enablement.
Claude Code
Repo-local hooks and MCP via .mcp.json. Line-level attribution where the transcript allows.
Read the docsCursor
Composer hooks and .cursor/mcp.json. File-level attribution from local DBs; Semantica never edits provider data.
Read the docsKiro CLI
Named semantica agent config with PostToolUse hooks; MCP bundled in the agent profile.
Read the docsAttribute and search through MCP
Run semantica mcp enable to write MCP server entries into each detected provider's config. The server exposes search, explain, and playbook reuse tools over stdio so agents can reason with your repo's real history.
Try enable, status, or disable: commands type out,
then the response streams line-by-line.Built for how agents ship code
Most diff tools stop at the patch. Semantica keeps the thread between the agent, the commit, and the review surface.
Local Git hooks
semantica enable installs provider hooks so every session is captured under .semantica/ on your machine until you connect a remote.
MCP in the editor
semantica mcp enable writes provider-specific MCP config so agents can search playbooks, pull explain output, and record reuse without leaving the thread.
PR and MR signal
Optional GitHub App or GitLab integration posts attribution summaries, runs policy checks, and keeps review context aligned with what the terminal saw.
Ship with clarity.
Semantica is the system of record for AI-assisted software development. Make code provenance, attribution, and semantic lineage visible across commits, pull requests, and repositories so teams can collaborate with clarity and trust.