saagarpatel.dev Portfolio

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "saagarpatel.dev Portfolio": {
      "url": "https://mcp.saagarpatel.dev/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (8)

• search read-only

  Full-text (BM25) search across all essays, book chapters, and field notes. Returns ranked matches with a snippet, id, and canonical URL. Pass an id to get_document to read the full text.

  Parameters:

  • query (required) — string — Search terms
  • limit — integer — Max results (default 10)
  • section — string — Restrict to one content type

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_document read-only

  Return the full Markdown of one document by id, e.g. "writing/the-handoff" or "book/preface". Get ids from search or list_corpus.

  Parameters:

  • id (required) — string — Document id, e.g. "book/preface"

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• list_corpus read-only

  List every document with its id, title, type, date, and word count, plus per-type counts. The table of contents for the whole site. Optionally filter by type.

  Parameters:

  • type — string — Filter by content type

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_profile read-only

  Return Saagar Patel's profile: name, one-line summary, site, and the about / now / uses pages. Start here to understand who this is and what they work on.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• list_projects read-only

  List the curated, public projects with stack, status, last-active date, and test/CI signals, plus anonymized portfolio-wide aggregates. Optionally filter by status.

  Parameters:

  • limit — integer — Max projects
  • status — string — Filter by status, e.g. "active" or "archived"

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• list_repo_profiles read-only

  List public-safe repo answering profiles with repo id, attention state, freshness, and proof counts. Profiles are static artifacts baked from saagarpatel.dev, not live repo health.

  Parameters:

  • limit — integer — Max profiles
  • attentionState — string — Filter by attention state, e.g. "active-infra" or "decision-needed"

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_repo_profile read-only

  Return one public-safe repo answering profile by repo_id, including purpose, safe commands, agent surfaces, proof refs, freshness, exclusions, limitations, and integrity metadata.

  Parameters:

  • repoId (required) — string — Repo profile id, e.g. "githubrepoauditor"

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_operant_results read-only

  Return the public, sanitized OPERANT results: per-model operator-calibration-score (OCS) profiles, the headline figures, and the calibration-profiles (not a flat leaderboard) framing. Sourced from the published OPERANT mirror. Returns availability=false if no dataset was baked.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.