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Explorer/MCP/tluyben/astllm-mcp
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astllm-mcp

tluyben/astllm-mcp

An MCP server for efficient code indexing and symbol retrieval using tree-sitter AST parsing to fetch specific functions or classes without loading entire files. It significantly reduces AI token costs by providing O(1) byte-offset access to code components across multiple programming languages.

↗tluyben/astllm-mcpExternal link; availability not verifiedLocal-only
The Ghost
This server runs locally on your machine. We can't scan it remotely; review the source code before installing.
Time indexed (21d)
0toolsLocal/ STDIO21dindexed
Checked Apr 18, 2026
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This server runs locally. We can't scan it remotely; review the source code before installing.
First indexed Apr 18, 2026
Server Profile
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Tools catalogued
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No tools reported by this server.
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Hosting
Local / STDIO
Runs on your machine. Has access to your filesystem, SSH keys, and environment variables.
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Registry presence
Not verified
Not yet verified by the Official MCP Registry.
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Liveness
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No liveness checks recorded yet.
Publisher Verification
Not listed on the Official MCP Registry.
Source repository is available for review.
↗tluyben/astllm-mcpExternal link; availability not verified
Environment variables (12)
ASTLLM_WATCHstringOPTIONALdefault: 0
Watch working directory for source file changes and re-index automatically ('1' or 'true' to enable). Excluded dirs are never watched.
GITHUB_TOKENstringOPTIONAL
GitHub API token (higher rate limits, private repos)
OPENAI_MODELstringOPTIONAL
The model to use with the OpenAI-compatible base URL (e.g. llama3)
ASTLLM_PERSISTstringOPTIONALdefault: 0
Persist the index to ~/.astllm/{path}.json after every index, and pre-load it on startup ('1' or 'true' to enable)
GOOGLE_API_KEYstringOPTIONAL
Enable Gemini Flash summaries
Show all 12 environment variables
ASTLLM_LOG_FILEstringOPTIONAL
Log to file instead of stderr
CODE_INDEX_PATHstringOPTIONALdefault: ~/.code-index
Index storage directory
OPENAI_BASE_URLstringOPTIONAL
Enable local LLM summaries (OpenAI-compatible, e.g. Ollama)
ASTLLM_LOG_LEVELstringOPTIONALdefault: warn
Log level: debug, info, warn, error
ANTHROPIC_API_KEYstringOPTIONAL
Enable Claude Haiku summaries
ASTLLM_MAX_INDEX_FILESstringOPTIONALdefault: 500
Max files to index per repo
ASTLLM_MAX_FILE_SIZE_KBstringOPTIONALdefault: 500
Max file size to index (KB)

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