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Agent Knowledge

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

Connector by keshrath · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 18
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Install

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/keshrath-agent-knowledge

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

Use cases: agent-memory, knowledge-base

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

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

Tools
2 read · 0 write · 0 delete · 4 not yet classified
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Tools by what they do 6

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

Read 2 · Look things up without changing anything.

  • knowledge_analyze
  • knowledge_search

Not yet classified 4 · We could not tell from the name and description.

  • knowledge
  • knowledge_admin
  • knowledge_graph
  • knowledge_session

Network hosts it talks to 6

  • api.openai.com · found in code
  • api.voyageai.com · found in code
  • generativelanguage.googleapis.com · found in code
  • github.com · found in code
  • huggingface.co · found in code
  • opencode.ai · found in code

Files it touches

  • Your home directory (~)
  • Any path the agent passes to its tools

Tools (6)

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

  • knowledge

    Knowledge base CRUD, sync, and session-start hydration. Actions: "list" (browse entries), "read" (get entry content), "write" (create/update entry, auto git sync), "delete" (remove entry, auto git sync), "sync" (manual git pull + push), "wakeup" (return token-budgeted section-priority context bundle — identity, active_tasks, recent_decisions, known_gotchas, last_session_summary, top_weighted, semantic_fallback — call once at session start).

  • knowledge_admin

    Admin operations: view vector store stats, view/update configuration, rebuild embeddings, prune orphan session embeddings, or VACUUM the database. Use action "status" for index stats, "config" to view or update settings, "rebuild_embeddings" to re-embed all knowledge entries (useful when switching providers), "prune_orphans" to delete embeddings for sessions no longer present on disk, "vacuum" to reclaim free pages.

  • knowledge_analyze

    Analysis tools: find duplicates, unconnected entries, most-connected concepts (god nodes), bridge entries, knowledge gaps, zero-result search queries, stale-by-code-activity entries, or generate a compact knowledge brief. Actions: consolidate, reflect, god_nodes, bridges, gaps, brief, search_gaps, stale_by_code_activity.

  • knowledge_graph

    Knowledge graph operations with temporal validity and code structure support. Create/remove edges, traverse via directed BFS, bulk-import code graph edges. Relationship types: related_to, supersedes, depends_on, contradicts, specializes, part_of, alternative_to, builds_on, calls, imports, inherits. Code structure types (calls/imports/inherits) are created by knowledge-ingest and use "code:" prefixed node IDs.

  • knowledge_search

    Search across sessions AND knowledge entries. Returns `{mode, sessions, knowledge}`. General mode (no `scope`): hybrid TF-IDF + semantic over both sources, with optional MMR diversity and category boost. Scoped mode (`scope` set): sessions-only filtered recall for a specific domain (errors, plans, configs, tools, files, decisions).

  • knowledge_session

    Session operations: list sessions, get a full conversation, or get a summary. Use action "list" to browse sessions, "get" to retrieve messages, "summary" for a quick overview.

Signals

Stars
18
Forks
2
Open issues
0
Last commit
Oct 24, 2026 (4 days ago)
Last release
Oct 24, 2026 (4 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.keshrath/agent-knowledge
Version
2.0.0
Auth
No auth
Packages
npm agent-knowledge
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from keshrath

Cite this page

Agent Knowledge MCP server. Agent Mart. https://agentmart.dev/connectors/keshrath-agent-knowledge (last updated 2026-10-24)