Mcp

SEAR

SEAR (Self Evolving Agent Retrainer) — a benchmark-first release surface with a read-only MCP endpoint at https://sear.genesisconductor.io/api/mcp plus an operator CLI (sear doctor, overview, benchmarks, sitemap, request get). The MCP surface is intended for ChatGPT/Claude operators to inspect the SEAR site/benchmarks read-only from a chat.

Verified: 2026-05-13 (mcp-registry-ingest-2026-05-13+enrich-capability-skill)

When to use SEAR

Choose if

You're already using Genesis Conductor's SEAR product and want a read-only MCP to query its benchmarks and release surface from inside ChatGPT or Claude without leaving the chat. Companion to the sear CLI for operators.

Avoid if

You're not a SEAR/Genesis Conductor user — this MCP has no value outside that product's surface. Avoid for general agent-retraining tooling, model benchmarking against public corpora, or release-management workflows for unrelated products; install a domain-specific MCP for those jobs instead.

Risk Flags

  • HIGH scope Extremely narrow: read-only inspection of a single product's (sear.genesisconductor.io) own benchmark and release surface. No general-purpose utility — outside the SEAR/Genesis Conductor user base there's no reason to install this MCP.
  • MEDIUM maturity Single-developer pre-1.0 project. README is sparse — describes the shipped surface but offers no pricing, no usage examples, no independent-eval data. Treat as alpha.

Cost

Type: Unknown

Distribution

MCP Registry
io.github.igor-holt/sear
Repository
https://github.com/igor-holt/sear