Route, optimize, govern, and secure AI agents while cutting costs by 60–90%.
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Cohesor
Every call your agents make crosses the same five checkpoints before it ever reaches a model — in about 41 ms.
Point your agents at a single URL. Cohesor speaks the Anthropic and OpenAI protocols natively — Claude Code, Codex, opencode and any SDK drop in with a one-line change, no rewrites.
Gateway keys, team scopes, rate limits and budget guards run at the edge in under a millisecond. Bad requests die here — not on your invoice.
The gateway shrinks prompts and tool output losslessly before they're billed. Context stays intact; your token bill doesn't.
A lightweight complexity classifier scores each prompt and routes it to the right-sized model — strong for hard problems, economy for the rest.
Full traces, per-user spend, LLM routing, tool usage, and audit logs in a dashboard.
Track team and user spend, set caps before costs run over.
Real-time attribution per user, team and API key. Budgets with hard caps, showback reports to Slack, and a bill your finance team will actually understand.
| User | Requests | Tokens | Spend | Budget |
|---|---|---|---|---|
| ARAna Ribeirogrowth | 12,481 | 48.2M | $142.80 |
|
| MCMarcus Chensupport | 9,032 | 31.7M | $96.10 |
|
| PNPriya Natarajanengineering | 22,910 | 92.4M | $277.20 |
|
| TATomás Alvarezsales | 4,118 | 12.9M | $41.30 |
|
Balance quality, latency, and cost with dynamic routing that automatically sends each request to the optimal model.
Cohesor intelligently compresses prompts, conversations, and tool outputs into fewer tokens without losing context — cutting input tokens by about half on average.
Older copies of a re-read file are dropped; the newest read stays verbatim.
Stale turns and dead tool output folded out losslessly.
Near-identical spans collapsed above a 0.97 similarity floor.
Whitespace, JSON and markup normalised to a dense form.
Connect GitHub, Gmail, Google Drive and Google Calendar — anything MCP. Cohesor exposes one audited endpoint at api.cohesor.com/mcp and handles auth, scopes and credentials.
OAuth tokens and API keys live in the vault — never in prompts, never in logs, never in your agents' context windows.
The support agent gets gmail:read. The ops agent gets repo:write. Enforced at the wire.
Each invocation is logged with arguments, latency and cost, stitched into the parent request trace. Replay any agent decision.
Compression, caching and routing compound on every request. Model it on your own spend — then watch the dashboard beat this number.
Modelled on a blended enterprise workload · −31% compression · −35% routing. Your mix may vary.
Swap one base URL and keep your SDK. Claude Code, Codex, opencode and every Anthropic/OpenAI client speak Cohesor with a single line of config.
Every request transits the same four-stage pipeline — route, compress, govern, broker. The whole path adds about 12 milliseconds at p50, most of it the policy check.
One hop from agent to provider — 42 milliseconds at p50, policy enforced before egress.
Every request, every dollar, every model — in one dashboard. Spend, savings and quality across the whole team, live.
| Time | User | Model | Compression | Routing | Cost |
|---|---|---|---|---|---|
| 09:41:02 | j.chen | llama-70b·groq | −58% | economy | $0.0021 |
| 09:41:02 | support-bot | claude-sonnet-4.6 | −54% | strong | $0.0184 |
| 09:41:01 | a.patel | gpt-5 | −41% | strong | $0.0296 |
| 09:41:01 | research | gemini-2.5-pro | −49% | strong | $0.0132 |
| 09:41:00 | m.rivera | deepseek-v3 | −63% | economy | $0.0009 |
No SDK, no migration. Point an environment variable at Cohesor and your next request is already compressed, routed and logged.
Sign up and copy your sk-coh- key — shown once, stored as a hash.
cohesor keys create --name prodOne base URL for the Anthropic or OpenAI protocol.
export ANTHROPIC_BASE_URL="https://api.cohesor.com"Every request is now compressed, routed and audited. Watch it land in your dashboard.
claude "summarise q3 variance"The same workload, before and after Cohesor. The difference is the spend you keep — not quality you sacrifice.
Estimated savings in the first seven months — and the curve keeps widening as traffic grows.
Blended $/1M tokens across the fleet · net of the $10 / 100K-requests gateway fee.
Four systems, one gateway. Point your agents at a single URL and Cohesor handles the rest.
Claude Code, Codex, opencode, LangChain, raw HTTP — if it speaks the Anthropic or OpenAI protocol, it speaks Cohesor.
# ~/.zshrc export ANTHROPIC_BASE_URL="https://api.cohesor.com" export ANTHROPIC_AUTH_TOKEN="sk-coh-your_gateway_key"
# ~/.zshrc export OPENAI_BASE_URL="https://api.cohesor.com/v1" export OPENAI_API_KEY="sk-coh-your_gateway_key"
// ~/.claude/.mcp.json { "mcpServers": { "cohesor": { "url": "https://api.cohesor.com/mcp", "headers": { "x-api-key": "sk-coh-…" } } } }
Every request comes with a receipt.
Rate limits and budget caps enforced on every request, in under a millisecond. Bad requests die here, not on your invoice.
We don't sell a model. We route to the best one for each request — and never train on your data.
Full request traces, per-team budgets and exportable audit logs — stream to your SIEM in real time.
Your prompts pass through the gateway, get governed, and leave. We keep only usage metadata — tokens, cost, model — never your prompts, and never train on anything. Neutral by design.
Connect your first agent in under two minutes. Pay only for what you use, and you keep whatever you save.