Agent Knowledge
Builds a knowledge graph and semantic search layer on top of Claude Code, Cursor, Aider, Continue.dev, Cline, and OpenCode sessions. The six MCP tools expose knowledge base operations (create, update, search), session transcript search with hybrid TF-IDF and vector ranking, graph traversal with relationship types like supersedes and contradicts, and admin actions for git sync and promotion scoring. The system auto-discovers session files from installed tools, indexes verbatim messages into embeddings, and runs a background promoter that scores insights across six signals before moving them from candidates to established entries. Scores 98.8% R@5 on LongMemEval using offline hybrid search. Reach for this when you want cross-session memory that persists architecture decisions and debugging context in a git-synced markdown vault.
- GitHub stars
- 19
- tools
- 6
- transport
- STDIO
- last updated
- Oct 24, 2026
Tools
6 toolsPublic tool metadata for what this MCP can expose to an agent.
knowledgeKnowledge base operations: list, read, write, delete, sync, and wakeup entries.
Knowledge base operations: list, read, write, delete, sync, and wakeup entries.
No parameter schema in public metadata yet.
knowledge_searchGeneral hybrid TF-IDF plus semantic search across sessions and knowledge, with scoped session-only recall when a scope is set.
General hybrid TF-IDF plus semantic search across sessions and knowledge, with scoped session-only recall when a scope is set.
No parameter schema in public metadata yet.
knowledge_sessionList sessions with metadata, retrieve full session conversations, and get session summaries.
List sessions with metadata, retrieve full session conversations, and get session summaries.
No parameter schema in public metadata yet.
knowledge_graphCreate, remove, invalidate, list, and traverse edges between knowledge entries, plus batch edge creation and deletion by origin.
Create, remove, invalidate, list, and traverse edges between knowledge entries, plus batch edge creation and deletion by origin.
No parameter schema in public metadata yet.
knowledge_analyzeAnalysis of the knowledge base: find near-duplicates, unconnected entries, most-connected entries, cross-category bridges, isolated entries, and a cached summary.
Analysis of the knowledge base: find near-duplicates, unconnected entries, most-connected entries, cross-category bridges, isolated entries, and a cached summary.
No parameter schema in public metadata yet.
knowledge_adminAdmin operations: vector store status, configuration, re-embedding, orphan pruning, vacuum, and scored promotion.
Admin operations: vector store status, configuration, re-embedding, orphan pruning, vacuum, and scored promotion.
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageReadme
agent-knowledge
Cross-session memory and recall for AI coding assistants -- works with Claude Code, Cursor, OpenCode, Cline, Continue.dev, and Aider out of the box. Git-synced knowledge base, hybrid semantic+TF-IDF search, auto-distillation with secrets scrubbing.
Details
- Repository
- github.com/keshrath/agent-knowledge
- Categories
- AI & LLM Tools, Documents & Knowledge, Search & Web Crawling
- Package
agent-knowledge- Transport
- STDIO
- Registry
- MCP registry, active
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