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Guidance Lark MCP

Validate and test llguidance grammars with batch testing and documentation

Connector by guidance-ai · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)
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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/guidance-ai-guidance-lark-mcp

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About

Validate and test llguidance grammars with batch testing and documentation

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
2 read · 1 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 4

Read from the source code; the running server may list different tools.

Read 2 · Look things up without changing anything.

  • get_llguidance_documentation
  • validate_grammar

Write 1 · Create, change, send or run things.

  • run_batch_validation_tests

Not yet classified 1 · We could not tell from the name and description.

  • generate_with_grammar

Tools (4)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • generate_with_grammar

    Generate text using an OpenAI model constrained by an llguidance grammar. Uses the OpenAI Responses API with a custom tool grammar format, so output is guaranteed to conform to the grammar. Use this to test how well a grammar guides actual LLM generation.

  • get_llguidance_documentation

    Fetch the llguidance grammar syntax documentation.

  • run_batch_validation_tests

    Run batch validation tests from a JSON file against an llguidance grammar. Test file should contain array of {input, should_parse, description?} objects. Returns high-level statistics (total, passed, failed, success_rate) and detailed information for failed tests.

  • validate_grammar

    Validate llguidance grammar completeness and consistency using llguidance's built-in validator. Returns validation result with any errors or warnings.

Signals

Stars
0
Forks
0
Open issues
0
Weekly downloads
43
Last commit
Mar 6, 2026 (7 months ago)
Last release
Mar 6, 2026 (7 months ago)
Last package publish
Mar 6, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.guidance-ai/guidance-lark-mcp
Version
0.1.2
Auth
No auth
Packages
pypi guidance-lark-mcp
License
MIT
Repository
github.com/guidance-ai/guidance-lark-mcp
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

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Guidance Lark MCP. Agent Mart. https://agentmart.dev/connectors/guidance-ai-guidance-lark-mcp (last updated 2026-10-24)