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Engram

Ranked local code-graph context for AI coding agents.

Connector by NickCirv · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 143
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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/nickcirv-engram

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

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

Use cases: knowledge-base, code-generation

Reviews

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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 and install config. Checked Oct 25, 2026.

Tools
6 read · 0 write · 0 deleteRead-only
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 6

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

Read 6 · Look things up without changing anything.

  • benchmark
  • god_nodes
  • graph_stats
  • list_mistakes
  • query_graph
  • shortest_path

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • ENGRAM_API_TOKEN

Other settings (environment variables or headers).

  • ENGRAM_ANTHROPIC_MEMORY_PATH
  • ENGRAM_MCP_CONFIG_PATH
  • ENGRAM_MISTAKE_GUARD
  • ENGRAM_NO_UPDATE_CHECK

Files it touches

  • 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+…].

  • benchmark

    Compare token cost of graph queries vs reading raw files.

  • god_nodes

    Return the most connected entities — the core abstractions of the codebase.

  • graph_stats

    Return summary: node/edge counts, confidence breakdown, context reduction.

  • list_mistakes

    List known mistakes from the knowledge graph — prior bugs, failure modes, and wrong approaches extracted from past session documents. Use this before making changes to check if the codebase has hit similar problems before.

  • query_graph

    Search the knowledge graph using natural language. Returns relevant code structure as compact context.

  • shortest_path

    Find the shortest path between two concepts in the graph.

Signals

Stars
143
Forks
14
Open issues
9
Contributors
3
Last commit
Sep 22, 2026 (1 month ago)
Last release
Jun 22, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.NickCirv/engram
Version
4.5.0
Auth
API key
Packages
npm engramx
License
Apache-2.0
Repository
github.com/NickCirv/engram
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Engram MCP server. Agent Mart. https://agentmart.dev/connectors/nickcirv-engram (last updated 2026-10-24)