Context7 integration

Context7 injects up-to-date library docs into agent context via MCP.

Setup (Cursor / Windsurf / compatible IDE)#

Add to your MCP config (example):

json

{
  "mcpServers": {
    "context7": {
      "command": "npx",
      "args": ["-y", "@upstash/context7-mcp"]
    }
  }
}

Restart the IDE after saving.

Libraries to query for this repo#

Library	Context7 search term	Use for
Heretic	`heretic-llm` or GitHub `p-e-w/heretic`	CLI flags, `config.default.toml`, install
llm-abliteration	`jim-plus/llm-abliteration`	`sharded_ablate.py`, YAML layer configs (v1.2 handbook path; not the frozen Nous fork)
PEFT / LoRA	`huggingface/peft`	Adapter load, merge, 4-bit inference
TransformerLens	`transformer_lens`	Hook names, `HookedTransformer`
Optuna	`optuna`	Heretic's TPE optimizer internals
PyTorch	`pytorch`	`torch_dtype`, quantization
llama.cpp	`llama.cpp`	GGUF conversion after abliteration

Typical agent workflow#

Example

1. resolve-library-id("heretic automatic abliteration")
2. query-docs(libraryId, "installation pip install heretic-llm==1.4.0 CLI options")
3. query-docs(libraryId, "quantization bnb_4bit config.default.toml")

When Context7 is unavailable#

Run the headless fetcher instead:

bash

node scripts/fetch-docs.mjs

Or pull READMEs directly:

bash

curl -L https://raw.githubusercontent.com/p-e-w/heretic/v1.4.0/README.md
curl -L https://raw.githubusercontent.com/p-e-w/heretic/v1.4.0/config.default.toml

Explore the chapter map

Setup (Cursor / Windsurf / compatible IDE)#

Libraries to query for this repo#

Typical agent workflow#

When Context7 is unavailable#

Trace this chapter to its source.