Your coding agent forgets everything between sessions. Recira gives it a persistent memory of your repo's decisions, conventions and lineage — extracted automatically, served over MCP, recalled in milliseconds.
Context windows are short-term memory. The moment a session ends, your agent forgets the architecture it just learned, the decision it just made, and the convention you just corrected.
Architectural decisions, trade-offs and dead-ends live in PRs and postmortems the agent never sees. So it proposes the approach you rejected six months ago.
Re-pasting files, re-explaining conventions, re-stating the plan. Tokens, latency and your attention — burned re-teaching the same things on repeat.
When the engineer who made the call leaves, the why goes with them. Your agents inherit the code, but none of the reasoning behind it.
Recira reads your engineering knowledge, distills it into atomic memory, and hands it back to your agent exactly when it's writing code.
Connect a repo and Recira pulls the full history — code, commits, PR threads, ADRs — plus Confluence, Slack, Google Docs and Notion. Public repos start indexing instantly.
A cost-tiered cascade distills raw docs into MemCells — single propositions like a decision or convention — each with a source, confidence and validity over time. 71% never touch an LLM.
Your agent calls Recira like any other tool. It gets the few decisions and conventions that matter for the task — scoped, ACL-filtered, and under 2k tokens — in ~142ms.
Recira is a standard MCP server. Paste one config block and your agent gains a memory — no plugins, no proxies, no rewiring your workflow.
{
"mcpServers": {
"recira": {
"url": "https://api.recira.ai/mcp/mcp",
"headers": {
"Authorization": "Bearer rc_live_8f3x…a91d"
}
}
}
}Long-lived, revocable token. Scoped to your workspace. Every retrieval respects source-system ACLs.
Other tools index files. Recira reconstructs reasoning — linking a single decision across the RFC, the Slack thread, the PR and the postmortem into one traceable lineage.
The full causal chain behind a decision — not just the line of code that resulted from it.
Recira knows what was true when. Superseded decisions are kept and marked — never silently overwritten.
Tenant binding comes from the token, never a parameter. Every retrieval is filtered by your real source-system ACLs.
A strict envelope — ≤ $0.10 per 100k-word write, ≤ $0.001 per query — holds at any scale.
Connect a repo in minutes and watch your coding agent stop asking the same questions twice. We're onboarding teams now.