AI & Machine Learning

lochless.io

An MCP server that searches documents in scope and returns every relevant match with supporting quotes, offering an alternative to RAG's top-k retrieval.

2 endpoints4 known toolsFirst detected October 10, 2026Last detected October 11, 2026

ENDPOINT 1

https://api.lochless.io/mcp

Auth required

Known tools 0

No tool metadata was available in the registry cache.

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.lochless-io]
url = "https://api.lochless.io/mcp"
enabled = true
bearer_token_env_var = "MCP_BEARER_TOKEN"

Authentication is required. Replace the placeholder locally and never commit a secret.

Claude Code

.mcp.json

{
  "mcpServers": {
    "lochless-io": {
      "type": "http",
      "url": "https://api.lochless.io/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_BEARER_TOKEN"
      }
    }
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Claude Desktop

Settings → Connectors → Add custom connector

Name: lochless-io
Remote MCP URL: https://api.lochless.io/mcp

Add the URL as a custom connector, then complete its supported authorization flow. Claude Desktop remote connectors are configured in the UI.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "lochless-io": {
      "url": "https://api.lochless.io/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_BEARER_TOKEN"
      }
    }
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Visual Studio Code

.vscode/mcp.json

{
  "servers": {
    "lochless-io": {
      "type": "http",
      "url": "https://api.lochless.io/mcp",
      "headers": {
        "Authorization": "Bearer ${input:mcp-token}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "mcp-token",
      "description": "lochless-io bearer token",
      "password": true
    }
  ]
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Generic MCP

Client-specific MCP configuration

{
  "name": "lochless-io",
  "transport": "streamable-http",
  "url": "https://api.lochless.io/mcp",
  "headers": {
    "Authorization": "Bearer YOUR_BEARER_TOKEN"
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 2

https://api.lochless.io/demo/mcp

No auth detected

MCP server metadata

Name: lochless
Version: 1.1.0

Capabilities

tools.listChanged

Server instructions

This is the Lochless demo. It searches 20 public US founding documents (the Constitution, its amendments, the Bill of Rights and the Declaration of Independence), not the user's own files. Use `search_documents` for every match with quotes, `browse_documents` to list them, `read_document` to read one, and `ask_documents` for a cited answer. Tell the user they can search their own documents by connecting https://api.lochless.io/mcp and signing in.

Known tools 4

search_documents

Search your own documents (your knowledge base) and get every match, not just the top few: a quote from each matching document, with its document id, connection id and date.

Inferred read-only

browse_documents

List your own documents (your knowledge base) by date, newest first unless order=asc.

Inferred read-only

read_document

Read one whole document from your own documents (your knowledge base), by the document_id and connection_id of a search or browse result.

Inferred read-only

ask_documents

Answer a question from your own documents (your knowledge base), citing its sources.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.lochless]
url = "https://api.lochless.io/demo/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "lochless": {
      "type": "http",
      "url": "https://api.lochless.io/demo/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: lochless
Remote MCP URL: https://api.lochless.io/demo/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "lochless": {
      "url": "https://api.lochless.io/demo/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "lochless": {
      "type": "http",
      "url": "https://api.lochless.io/demo/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "lochless",
  "transport": "streamable-http",
  "url": "https://api.lochless.io/demo/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

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Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.