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docs(mcp): update available tools documentation (#1740)

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## Description
- Add missing tools: cognify_add_developer_rules, get_developer_rules,
save_interaction
- Enhance search tool description with all supported search types
- Documentation now accurately reflects all 10 tools implemented in
server.py

## Type of Change
<!-- Please check the relevant option -->
- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [x] Documentation update
- [ ] Code refactoring
- [ ] Performance improvement
- [ ] Other (please specify):

## Screenshots/Videos (if applicable)
<!-- Add screenshots or videos to help explain your changes -->

## Pre-submission Checklist
<!-- Please check all boxes that apply before submitting your PR -->
- [x] **I have tested my changes thoroughly before submitting this PR**
- [x] **This PR contains minimal changes necessary to address the
issue/feature**
- [x] My code follows the project's coding standards and style
guidelines
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] I have added necessary documentation (if applicable)
- [x] All new and existing tests pass
- [x] I have searched existing PRs to ensure this change hasn't been
submitted already
- [x] I have linked any relevant issues in the description
- [x] My commits have clear and descriptive messages

## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.
This commit is contained in:
Pavel Zorin 2025-11-20 13:20:42 +01:00 • committed by GitHub
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1 changed files with 10 additions and 4 deletions
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14
cognee-mcp/README.md
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@ -445,16 +445,22 @@ The MCP server exposes its functionality through tools. Call them from any MCP c
- **cognify**: Turns your data into a structured knowledge graph and stores it in memory
- **cognee_add_developer_rules**: Ingest core developer rule files into memory
- **codify**: Analyse a code repository, build a code graph, stores it in memory
- **search**: Query memory – supports GRAPH_COMPLETION, RAG_COMPLETION, CODE, CHUNKS
- **list_data**: List all datasets and their data items with IDs for deletion operations
- **delete**: Delete specific data from a dataset (supports soft/hard deletion modes)
- **get_developer_rules**: Retrieve all developer rules that were generated based on previous interactions
- **list_data**: List all datasets and their data items with IDs for deletion operations
- **save_interaction**: Logs user-agent interactions and query-answer pairs
- **prune**: Reset cognee for a fresh start (removes all data)
- **search**: Query memory – supports GRAPH_COMPLETION, RAG_COMPLETION, CODE, CHUNKS, SUMMARIES, CYPHER, and FEELING_LUCKY
- **cognify_status / codify_status**: Track pipeline progress
**Data Management Examples:**