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Search available MCP servers by name, category, or keyword.

Get detailed information about a specific MCP server including its tools, security score, required secrets, and categories.

Enable an MCP server so its tools appear in your tool list.

Disable a previously enabled MCP server.

List all currently enabled MCP servers and their tool counts.

Semantic search across MCP servers and agents using AI embeddings.

Admin-only: Auto-detect all MCP server packages in a monorepo and enrich each as a separate server entry.

Admin-only: Re-enrich a single existing MCP server.

Search answer sheets -- proven solution patterns mined from successful agent sessions.

Create a new answer sheet capturing a proven solution pattern.

Find answer sheets that match a given error message or context.

Submit feedback on an answer sheet to update its Bayesian confidence score.

Generate benchmark tasks from closed GitHub issues in a repository.

Execute a benchmark suite: run generated tasks against specified model/thinking configurations.

Get ROI-based model/config recommendations for an issue profile.

Check the status of benchmark runs and retrieve results.

Ingest a user session trace to refine benchmark recommendations.

Create a new workspace note in KFDB.

Update an existing workspace note by ID.

Retrieve a workspace note by ID.

List workspace notes, optionally filtered by author wallet and title prefix.

Check whether a human operator has edited a workspace note since a given version.