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benthomasson

expert-mcp-server

by benthomasson
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

expert-mcp-server

MCP server for expert-service knowledge bases. Lets any MCP-compatible agent query beliefs, search documents, and explore reasoning chains.

Install

uv tool install git+https://github.com/benthomasson/expert-mcp-server

Related MCP server: MinerU Document Explorer

Configure

Create a .expert.toml in your project root:

url = "https://expert.ftl2.com"
project = "your-project-name"
api_key = "your-api-key"

Or set environment variables: EXPERT_URL, EXPERT_API_KEY, EXPERT_PROJECT.

Global config can also go in ~/.config/expert/config.toml under [default].

Usage

Claude Code

claude mcp add expert-service -- expert-mcp-server

Claude Desktop / other MCP clients

Add to your MCP config:

{
  "mcpServers": {
    "expert-service": {
      "command": "expert-mcp-server"
    }
  }
}

Or run from source:

{
  "mcpServers": {
    "expert-service": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/benthomasson/expert-mcp-server", "expert-mcp-server"]
    }
  }
}

Tools

Tool

Description

deep_search

Dual-path retrieval across beliefs and source documents with IDF ranking. Sub-second, no LLM call. Start here.

ask

LLM-synthesized answer grounded in the knowledge base.

search

Full-text search across beliefs, entries, and source documents.

explain_belief

Trace why a belief is IN or OUT through its justification chain.

what_if

Simulate retracting or asserting a belief to see the cascade.

get_belief

Full details for a specific belief including justifications.

list_beliefs

List beliefs filtered by status (IN/OUT).

list_projects

List available expert knowledge bases.

list_entries

List analysis entries (reports, findings).

get_entry

Read the full content of an entry.

All tools accept an optional project parameter. If omitted, the default project from config is used.

License

MIT

This server cannot be installed

A
license - permissive license
-
quality - not tested
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

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