Koskamo

JIR Knowledge MCP

A read-only knowledge base published by JIR Ventures, searchable by meaning. It allows AI agents to search thoughts, list thoughts, view stats, fetch content, and retrieve general information from the JIR Ventures knowledge base.

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.

JIR Knowledge MCP logo, by JIR VenturesVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by JIR Ventures
MCP endpoint (Streamable HTTP)
https://aiagent.jirventures.com/brain/mcp
Vendor documentation

What you can do with it

  • Search the JIR Ventures knowledge base by meaning
  • List available thoughts in the knowledge base
  • Fetch specific thought content
  • Retrieve thought statistics

Source and maintenance

Vendor evidenceRegistry 1.0.0

Protocol and capabilities

Server
open-brain 1.0.0
MCP protocol
2025-06-18
Tools
5 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Tools

5 advertised

search — Search Open Brain
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search Open Brain memories by meaning. Use this read-only compatibility tool when ChatGPT needs search/fetch-style access to stored thoughts.

search input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "The search query to run against Open Brain thoughts"
    }
  }
}
search annotations
{
  "readOnlyHint": true
}
fetch — Fetch Open Brain Thought
Advertised by the server during the last successful anonymous check.
Advertised read-only

Fetch one Open Brain thought by ID after using search. Use this read-only compatibility tool to retrieve the full text and metadata for citation.

fetch input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "The Open Brain thought ID returned by the search tool"
    }
  }
}
fetch annotations
{
  "readOnlyHint": true
}
search_thoughts — Search Thoughts
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search captured thoughts by meaning. Use this when the user asks about a topic, person, or idea they've previously captured.

search_thoughts input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "number",
      "default": 10
    },
    "query": {
      "type": "string",
      "description": "What to search for"
    },
    "threshold": {
      "type": "number",
      "default": 0.5
    }
  }
}
search_thoughts annotations
{
  "readOnlyHint": true
}
list_thoughts — List Recent Thoughts
Advertised by the server during the last successful anonymous check.
Advertised read-only

List recently captured thoughts with optional filters by type, topic, person, or time range.

list_thoughts input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "number",
      "description": "Only thoughts from the last N days"
    },
    "type": {
      "type": "string",
      "description": "Filter by type: observation, task, idea, reference, person_note"
    },
    "limit": {
      "type": "number",
      "default": 10
    },
    "topic": {
      "type": "string",
      "description": "Filter by topic tag"
    },
    "person": {
      "type": "string",
      "description": "Filter by person mentioned"
    }
  }
}
list_thoughts annotations
{
  "readOnlyHint": true
}
thought_stats — Thought Statistics
Advertised by the server during the last successful anonymous check.
Advertised read-only

Get a summary of all captured thoughts: totals, types, top topics, and people.

thought_stats input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}
thought_stats annotations
{
  "readOnlyHint": true
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

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
335 ms
95th percentile latency
335 ms

Maintenance history

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

  • · probe · passed · 335 ms · metadata changed · 5 tool(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 jir-knowledge-mcp https://aiagent.jirventures.com/brain/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 jir-knowledge-mcp --url https://aiagent.jirventures.com/brain/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable jir-knowledge-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "jir-knowledge-mcp": {
      "url": "https://aiagent.jirventures.com/brain/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "jir-knowledge-mcp": {
      "type": "streamableHttp",
      "url": "https://aiagent.jirventures.com/brain/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start jir-knowledge-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "jir-knowledge-mcp": {
      "type": "http",
      "url": "https://aiagent.jirventures.com/brain/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 jir-knowledge-mcp https://aiagent.jirventures.com/brain/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "jir-knowledge-mcp": {
      "url": "https://aiagent.jirventures.com/brain/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": {
    "jir-knowledge-mcp": {
      "serverUrl": "https://aiagent.jirventures.com/brain/mcp"
    }
  }
}

Let your agent find its tools

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

Do you run JIR Knowledge MCP?

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