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This already exists.
Don't rebuild it.

Taedri (This Already Exists, Don't Rebuild It) is the verified-capability retrieval layer for AI coding agents.

Your agents waste millions of tokens rebuilding solutions to solved problems every day. Taedri returns the verified capability instead, ready to integrate for minimal tokens.

shell
$ claude mcp add --transport http taedri \
https://taedri.fly.dev/mcp \
--header "Authorization: Bearer YOUR_KEY"
✓ server added · 7 tools available
0
Live numbers unavailable governed, labeled primitives, ready to retrieve
database auth http etl ml cloud messaging observability algorithms geo/time testing files frontend nlp scraping finance healthcare general browse all →

Zero to retrieval in three steps

About sixty seconds on broadband.

01 Sign up with an email Email in, key out. No SSO, by design. Your account secret is shown once and stored only as a hash.
02 Get your key Free plan: 200 requests a day, all seven MCP tools, receipts included. Upgrade only when the meter says so.
03 Connect your terminal or harness claude mcp add --transport http taedri … Claude Code, Hermes, OpenClaw, or any MCP harness.

Search → edges → compose → receipts

Four deterministic moves between your agent and the corpus.

01 Search

Ranked, scored primitives. Not code dumps.

02 Typed edges

Every primitive declares input → output. Matched by shape, phrasing, purpose: the problem and its solution.

03 Compose

Outcomes become chains of connected edges. Same request, same route.

04 Receipts

Every call leaves a trail you can export. Never raw prompt bodies.

See the full anatomy in the docs →

Verified, or experimental.
Never mystery code.

Every result carries one of two labels. Verified means it survived full adversarial validation. Experimental means it works and holds up in most situations while validation finishes. A setting decides how much of the shelf your agents see.

✓ verified Fully adversarially validated. Retrieve with your eyes closed.
experimental Working and dependable for most uses; final validation in progress.

Pricing that reads like a meter

Plans are request budgets.

Free
$0forever
200 requests / day All seven MCP tools, agent actions, full receipts, the workbench. Get a key
Pro
$9/ month
20,000 requests / day Everything in Free, plus room for fleets of agents and private primitives when they ship. See pricing
Team
$39/ month
100,000 requests / day Pooled across your org's keys: agent fleets, ledger exports, priority wake. Talk to us
Payments are not enabled yet: plans are recorded, nothing is charged.
Questions? Read the FAQ.
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