Adaptive Retrieval
Release Notes

Release Notes

Stay up-to-date with the latest improvements, new features, and bug fixes for Adaptive Retrieval.

August 2026

Improved

  • Per-request usage in every response. Alongside your account's overall usage, each response now reports how much that single request consumed, so you can track usage query by query.

Fixed

  • Propagate API errors to MCP. Properly pass error details to LLM clients when using the MCP server.

Security & reliability

  • No lost answers during deploys. When the service restarts to deploy or scale, it now waits for in-progress queries to finish before shutting down, so responses are no longer dropped, or billed, mid-request.
  • Dependency updates. Updated service dependencies to patch known security vulnerabilities.

July 2026

New Agents Onboarded

  • Strictly Text-to-SQL agents: Company Screener, Compustat, Key Developments, Professionals
  • Hybrid Text-to-SQL / Tool-Calling agents: Financials, Market Data, Transactions
  • Tool-Calling: CIQ agent

New

  • Official external launch. Adaptive Retrieval is available in production for commercial users, as of July 21st.
  • See the datasets you can query. The MCP surface now lists the specific data agents your account is entitled to and takes clearly named inputs, so it's easier to find and query exactly the data available to you.
  • Usage overage. Accounts can be set up with additional credits beyond the base limit, so approved overage is allowed and billed rather than blocked at the limit.
  • Usage alerts. Account owners are automatically alerted by email when an account passes 80% of its usage allotment.

Fixed

  • MCP authorization fix. Corrected a trailing slash in the v2 MCP endpoint's OAuth discovery metadata that could stop MCP clients from completing authorization.
  • Improved tool signature. Adjusted the search tool signature to be more reflective of expected input parameters, so as to reduce failed requests.

Security & reliability

  • Content-safety guardrails now live. Every query is screened for unsafe or manipulative prompts before it runs in production.
  • Stronger HTTPS enforcement. Connections to Adaptive Retrieval are now always required to use a secure channel, closing a penetration-test finding.
  • Safer account wind-down. Expiring an account now deactivates it and its users in one audited step, ending access on the subscription end date and reducing the risk of lingering access.
  • Dependency updates. Updated service dependencies to patch known security vulnerabilities.