Koskamo

SEAR MCP

SEAR provides a benchmark-first release surface featuring a read-only remote MCP endpoint and an installable CLI for agent retraining and benchmarking.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

SEAR MCP logo, by Genesis ConductorCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by Genesis Conductor
MCP endpoint (Streamable HTTP)
https://sear.genesisconductor.io/api/mcp
Vendor documentation

What its tools do

3 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (3)

3 of 3 have a description · 3 of 3 declare behavior hints · 0 of 2 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Access read-only MCP endpoints for agent interaction
  • Install and use the operator CLI for benchmarking
  • Review benchmark data via the launch surface

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.igor-holt/sear@0.1.0Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
sear-mcp 0.1.0
MCP protocol negotiated in check
2025-11-25
Tools
3 advertised
Resources
1 advertised
Resource templates
0 advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  },
  "resources": {
    "listChanged": true
  }
}

Tools

3 advertised

sear_overview — Show SEAR overview
Advertised by the server during the last successful anonymous check.
Advertised read-only

Use this when you need a concise summary of what SEAR ships and why it exists.

sear_overview input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "audience": {
      "enum": [
        "operator",
        "founder",
        "reviewer"
      ],
      "type": "string",
      "default": "operator"
    }
  }
}
sear_overview annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true
}
sear_benchmarks — Show SEAR benchmarks
Advertised by the server during the last successful anonymous check.
Advertised read-only

Use this when you need measured latency, throughput, or visibility artifact status for SEAR.

sear_benchmarks input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "view": {
      "enum": [
        "summary",
        "full"
      ],
      "type": "string",
      "default": "summary"
    }
  }
}
sear_benchmarks annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true
}
sear_cli_help — Show SEAR CLI commands
Advertised by the server during the last successful anonymous check.
Advertised read-only

Use this when you need the safe first commands for verifying or querying a SEAR deployment from the terminal.

sear_cli_help input schema
{
  "type": "object",
  "properties": {}
}
sear_cli_help annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true
}

Prompts

Not advertised

No prompt definitions available.

Resources

1 advertised

sear-release

Advertised by the server during the last successful anonymous check.

sear-release URI
ui://widget/sear-release-v1.html

MIME type: text/html;profile=mcp-app

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
819 ms
95th percentile latency
819 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 819 ms · metadata changed · 3 tool(s), 1 resource(s), 0 resource template(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http sear-mcp https://sear.genesisconductor.io/api/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add sear-mcp --url https://sear.genesisconductor.io/api/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable sear-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "sear-mcp": {
      "url": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "sear-mcp": {
      "type": "streamableHttp",
      "url": "https://sear.genesisconductor.io/api/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start sear-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "sear-mcp": {
      "type": "http",
      "url": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http sear-mcp https://sear.genesisconductor.io/api/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://sear.genesisconductor.io/api/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "sear-mcp": {
      "serverUrl": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Let your agent find its tools

Find servers like SEAR MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

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