Github Repo Memory

robhicks2stars

MCP server that builds a knowledge graph of a GitHub org's repositories, dependencies, languages, teams, and topics using FalkorDB

Knowledge Memory Developer Tools

Install Run on PlugMCP

GitHub

Run on PlugMCP

1# Github Repo Memory

README.mdMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

Install from the publisher. Not a PlugMCP endpoint.

Run on PlugMCP

Host a copy with our keys and logs.

No packaged release in the registry yet. Follow the repository README.

RepositoryPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
License: MIT
Last checked: 2026-10-28

Stars: 2
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Github Repo Memory?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Github Repo Memory need an API key?

No required environment variable is listed on this record.

What transport does Github Repo Memory use?

Github Repo Memory runs locally over stdio.

When was Github Repo Memory last checked?

Last checked 2026-10-28. MCP server that builds a knowledge graph of a GitHub org's repositories, dependencies, languages, teams, and topics using FalkorDB

From the publisher

Documentation

GitHub Code Memory

An MCP (Model Context Protocol) server that builds a knowledge graph of your GitHub organization's repositories, dependencies, languages, teams, and topics. It ingests data from the GitHub API into FalkorDB and exposes query and exploration tools over MCP's Streamable HTTP transport.

Features

Organization-wide knowledge graph — maps repos, dependencies, languages, topics, teams, and files
Cross-repo dependency resolution — discovers when repos depend on other repos within the same org
Multi-org and GitHub Enterprise — supports multiple orgs across github.com and GHE instances
Manifest parsing — extracts dependencies from Cargo.toml, package.json, go.mod, requirements.txt, and pyproject.toml
MCP-native — exposes tools via the Model Context Protocol for use by AI assistants
Dual transport — Streamable HTTP for remote access, stdio for local MCP clients

Prerequisites

Rust (edition 2021+)
Docker or Podman componse (for FalkorDB)
A GitHub org to ingest
gh CLI (if using gh_cli auth mode)

Quick Start

1. Start FalkorDB:

docker compose up -d
# or
podman compose up -d

2. Configure environment variables (or create a .env file):

# Minimal setup with gh CLI auth (easiest for local dev)
export ECMEM_AUTH_MODE=gh_cli
export ECMEM_GITHUB_ORG=my-org

3. Run the server:

cargo build
cargo run           # HTTP mode (default, serves at 127.0.0.1:8080)
cargo run -- --stdio  # Stdio mode (for MCP client integration)

MCP Client Configuration

Single Org (stdio)

{
  "mcpServers": {
    "enterprise-code-memory": {
      "command": "enterprise-code-memory",
      "args": ["--stdio"],
      "env": {
        "ECMEM_AUTH_MODE": "gh_cli",
        "ECMEM_GITHUB_ORG": "my-org",
        "ECMEM_REPOS": "repo-a,repo-b"
      }
    }
  }
}

Multiple Orgs / GitHub Enterprise (stdio)

{
  "mcpServers": {
    "enterprise-code-memory": {
      "command": "enterprise-code-memory",
      "args": ["--stdio"],
      "env": {
        "ECMEM_AUTH_MODE": "gh_cli",
        "ECMEM_GITHUB_ORGS": "[email protected],[email protected],org-c",
        "ECMEM_REPOS": "org-a:repo-1,repo-2;org-b:repo-3"
      }
    }
  }
}

MCP Tools

Search

Tool	Description
`search_repos`	Search repositories by name, language, topic, or dependency
`get_repo_details`	Get full details for a specific repository
`find_dependents`	Find repos that depend on a given package
`find_related`	Find repos related to a given repo by shared dependencies, languages, or topics

Explore

Tool	Description
`explore_dependency_graph`	Traverse the dependency graph from a starting repo
`list_languages`	List all languages used across the org
`list_teams`	List all teams and their owned repos
`get_org_stats`	Get high-level statistics for the organization

Graph Schema

Organization -[HAS_REPO]-> Repository
Repository -[USES_LANGUAGE]-> Language
Repository -[HAS_DEPENDENCY]-> Dependency
Repository -[HAS_TOPIC]-> Topic
Repository -[OWNED_BY]-> Team
Repository -[HAS_FILE]-> File
Repository -[DEPENDS_ON_REPO]-> Repository  (cross-repo)

Authentication

Three modes, selected via ECMEM_AUTH_MODE:

Mode	Description	Use Case
`gh_cli`	Uses `gh auth token` — no OAuth setup needed	Local development
`github`	MCP-native OAuth 2 with RFC 9728/8414 discovery	Production / remote clients
`jwt`	JWT Bearer token validation	Custom auth integrations

Environment Variables

All variables use the ECMEM_ prefix.

Variable	Default	Description
`ECMEM_AUTH_MODE`	`github`	Auth mode: `github`, `jwt`, or `gh_cli`
`ECMEM_GITHUB_ORG`	—	Single org name
`ECMEM_GITHUB_ORGS`	—	Multi-org: `org1@host1,org2@host2,org3`
`ECMEM_REPOS`	—	Restrict repos: `repo-a,repo-b` or `org:repo-a,repo-b;org2:repo-c`
`ECMEM_GITHUB_CLIENT_ID`	—	OAuth client ID (required for `github` mode)
`ECMEM_GITHUB_CLIENT_SECRET`	—	OAuth client secret (required for `github` mode)
`ECMEM_GITHUB_REDIRECT_URI`	—	OAuth redirect URI (required for `github` mode)
`ECMEM_GITHUB_API_URL`	`https://api.github.com`	GitHub API base URL (single-org mode)
`ECMEM_FALKORDB_HOST`	`127.0.0.1`	FalkorDB host
`ECMEM_FALKORDB_PORT`	`6379`	FalkorDB port
`ECMEM_FALKORDB_PASSWORD`	—	FalkorDB password
`ECMEM_FALKORDB_GRAPH`	`enterprise_code`	Graph name
`ECMEM_SERVER_HOST`	`127.0.0.1`	HTTP server bind address
`ECMEM_SERVER_PORT`	`8080`	HTTP server port
`ECMEM_JWT_SECRET`	—	JWT signing secret (required for `jwt` mode)
`ECMEM_SYNC_BATCH_SIZE`	`50`	Repos per sync batch
`ECMEM_MAX_FILE_DEPTH`	`2`	Max directory depth for file tree ingestion

Development

cargo build                  # Compile
cargo test                   # Run all tests
cargo test --lib parsers     # Manifest parser tests only
cargo test --lib client      # FalkorDB param tests only

License

MIT

Github Repo Memory

robhicks2stars

MCP server that builds a knowledge graph of a GitHub org's repositories, dependencies, languages, teams, and topics using FalkorDB

Knowledge Memory Developer Tools

Install Run on PlugMCP

GitHub

Run on PlugMCP

1# Github Repo Memory

README.mdMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

Install from the publisher. Not a PlugMCP endpoint.

Run on PlugMCP

Host a copy with our keys and logs.

No packaged release in the registry yet. Follow the repository README.

RepositoryPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
License: MIT
Last checked: 2026-10-28

Stars: 2
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Github Repo Memory?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Github Repo Memory need an API key?

No required environment variable is listed on this record.

What transport does Github Repo Memory use?

Github Repo Memory runs locally over stdio.

When was Github Repo Memory last checked?

Last checked 2026-10-28. MCP server that builds a knowledge graph of a GitHub org's repositories, dependencies, languages, teams, and topics using FalkorDB

From the publisher

Documentation

GitHub Code Memory

Features

Organization-wide knowledge graph — maps repos, dependencies, languages, topics, teams, and files
Cross-repo dependency resolution — discovers when repos depend on other repos within the same org
Multi-org and GitHub Enterprise — supports multiple orgs across github.com and GHE instances
Manifest parsing — extracts dependencies from Cargo.toml, package.json, go.mod, requirements.txt, and pyproject.toml
MCP-native — exposes tools via the Model Context Protocol for use by AI assistants
Dual transport — Streamable HTTP for remote access, stdio for local MCP clients

Prerequisites

Rust (edition 2021+)
Docker or Podman componse (for FalkorDB)
A GitHub org to ingest
gh CLI (if using gh_cli auth mode)

Quick Start

1. Start FalkorDB:

docker compose up -d
# or
podman compose up -d

2. Configure environment variables (or create a .env file):

# Minimal setup with gh CLI auth (easiest for local dev)
export ECMEM_AUTH_MODE=gh_cli
export ECMEM_GITHUB_ORG=my-org

3. Run the server:

cargo build
cargo run           # HTTP mode (default, serves at 127.0.0.1:8080)
cargo run -- --stdio  # Stdio mode (for MCP client integration)

MCP Client Configuration

Single Org (stdio)

{
  "mcpServers": {
    "enterprise-code-memory": {
      "command": "enterprise-code-memory",
      "args": ["--stdio"],
      "env": {
        "ECMEM_AUTH_MODE": "gh_cli",
        "ECMEM_GITHUB_ORG": "my-org",
        "ECMEM_REPOS": "repo-a,repo-b"
      }
    }
  }
}

Multiple Orgs / GitHub Enterprise (stdio)

{
  "mcpServers": {
    "enterprise-code-memory": {
      "command": "enterprise-code-memory",
      "args": ["--stdio"],
      "env": {
        "ECMEM_AUTH_MODE": "gh_cli",
        "ECMEM_GITHUB_ORGS": "[email protected],[email protected],org-c",
        "ECMEM_REPOS": "org-a:repo-1,repo-2;org-b:repo-3"
      }
    }
  }
}

MCP Tools

Search

Tool	Description
`search_repos`	Search repositories by name, language, topic, or dependency
`get_repo_details`	Get full details for a specific repository
`find_dependents`	Find repos that depend on a given package
`find_related`	Find repos related to a given repo by shared dependencies, languages, or topics

Explore

Tool	Description
`explore_dependency_graph`	Traverse the dependency graph from a starting repo
`list_languages`	List all languages used across the org
`list_teams`	List all teams and their owned repos
`get_org_stats`	Get high-level statistics for the organization

Graph Schema

Organization -[HAS_REPO]-> Repository
Repository -[USES_LANGUAGE]-> Language
Repository -[HAS_DEPENDENCY]-> Dependency
Repository -[HAS_TOPIC]-> Topic
Repository -[OWNED_BY]-> Team
Repository -[HAS_FILE]-> File
Repository -[DEPENDS_ON_REPO]-> Repository  (cross-repo)

Authentication

Three modes, selected via ECMEM_AUTH_MODE:

Mode	Description	Use Case
`gh_cli`	Uses `gh auth token` — no OAuth setup needed	Local development
`github`	MCP-native OAuth 2 with RFC 9728/8414 discovery	Production / remote clients
`jwt`	JWT Bearer token validation	Custom auth integrations

Environment Variables

All variables use the ECMEM_ prefix.

Variable	Default	Description
`ECMEM_AUTH_MODE`	`github`	Auth mode: `github`, `jwt`, or `gh_cli`
`ECMEM_GITHUB_ORG`	—	Single org name
`ECMEM_GITHUB_ORGS`	—	Multi-org: `org1@host1,org2@host2,org3`
`ECMEM_REPOS`	—	Restrict repos: `repo-a,repo-b` or `org:repo-a,repo-b;org2:repo-c`
`ECMEM_GITHUB_CLIENT_ID`	—	OAuth client ID (required for `github` mode)
`ECMEM_GITHUB_CLIENT_SECRET`	—	OAuth client secret (required for `github` mode)
`ECMEM_GITHUB_REDIRECT_URI`	—	OAuth redirect URI (required for `github` mode)
`ECMEM_GITHUB_API_URL`	`https://api.github.com`	GitHub API base URL (single-org mode)
`ECMEM_FALKORDB_HOST`	`127.0.0.1`	FalkorDB host
`ECMEM_FALKORDB_PORT`	`6379`	FalkorDB port
`ECMEM_FALKORDB_PASSWORD`	—	FalkorDB password
`ECMEM_FALKORDB_GRAPH`	`enterprise_code`	Graph name
`ECMEM_SERVER_HOST`	`127.0.0.1`	HTTP server bind address
`ECMEM_SERVER_PORT`	`8080`	HTTP server port
`ECMEM_JWT_SECRET`	—	JWT signing secret (required for `jwt` mode)
`ECMEM_SYNC_BATCH_SIZE`	`50`	Repos per sync batch
`ECMEM_MAX_FILE_DEPTH`	`2`	Max directory depth for file tree ingestion

Development

cargo build                  # Compile
cargo test                   # Run all tests
cargo test --lib parsers     # Manifest parser tests only
cargo test --lib client      # FalkorDB param tests only

License

MIT