CodeGraphContext
MCP server plus CLI tool that indexes local code into a graph database to provide context to AI assistants. 3,195 GitHub stars and 100 commits on main in the last 30 days.
“MCP server plus CLI tool that indexes local code into a graph database to provide context to AI assistants. 3,195 stars and 100 commits on main in the last 30 days.”
INSTALL THIS SERVER
{
"mcpServers": {
"code-graph-context": {
"command": "python",
"args": [
"-m",
"code_graph_context"
]
}
}
}
{
"mcpServers": {
"code-graph-context": {
"command": "python",
"args": [
"-m",
"code_graph_context"
]
}
}
}
{
"mcpServers": {
"code-graph-context": {
"command": "python",
"args": [
"-m",
"code_graph_context"
]
}
}
}
{
"mcpServers": {
"code-graph-context": {
"command": "python",
"args": [
"-m",
"code_graph_context"
]
}
}
}
{
"mcpServers": {
"code-graph-context": {
"command": "python",
"args": [
"-m",
"code_graph_context"
]
}
}
}
6 TOOLS AVAILABLE
OUR ASSESSMENT
- 3,195 GitHub stars.
- 100 commits on main in the last 30 days. Top cadence among code-graph MCPs.
- MIT license.
- Graph traversal beats grep for cross-file relationships.
- Incremental reindex on changed files.
- First indexing run on large repos can take minutes.
- Graph size grows with repo size; storage budget matters for monorepos.
- Cypher-like query syntax has a learning curve for agent prompts.
Graph is stored locally. Indexing reads any file the host process can access; configure exclusions to skip secrets or .env files. No authentication or remote calls.
Large codebases where dependency-graph traversal beats text-based search; refactoring agents that need to know all callers before changing a function; architectural-review agents that benefit from edge-and-node graph data.
TECHNICAL DETAILS
ADOPTION METRICS
// Reading this3,195 stars on CodeGraphContext/CodeGraphContext. 100 commits on main in the last 30 days.
// Reading thisPairs with Serena, Repomix, Claude Code MCP, OpenSpec, MCP Inspector for code-context infrastructure. CodeGraphContext owns the graph-database-context slot.
SOURCES & VERIFICATION
We don't take any single directory's word for it. Before scoring, we cross-reference 4 public MCP sources, install the server ourselves against the clients we cover, and record when we last re-verified.
The same server, 4 different lenses. We reconcile these signals into our editorial score, which is why our number sometimes diverges from a directory-aggregate star count.
| Source | Their rating | Their star count | Their downloads | Last synced |
|---|---|---|---|---|
| AutomationSwitch This page | 4.4editorial | 3,195 | — | MAY 8, 2026 |
| PulseMCP | — unrated | unavailable | unavailable | MAY 8, 2026 |
| MCP.so | — unrated | unavailable | unavailable | MAY 8, 2026 |
| Glama | — unrated | unavailable | unavailable | MAY 8, 2026 |
| Smithery | — unrated | unavailable | unavailable | MAY 8, 2026 |
// Counts are directory-reported; we don't adjust them. Discrepancies usually come from different snapshot times or star-caching.
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Repomix
Pack the entire repository into a single AI-friendly file. Optimised context for feeding codebases to Claude, ChatGPT, Gemini, and others. 24,515 GitHub stars and 100 commits on main in the last 30 days.
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MCP Inspector
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DISCUSS YOUR
MCP REQUIREMENTS.
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