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prih/mcp-graph-memory

Score: 51.4 Rank #57

MCP server that builds a semantic graph memory from your project — indexes docs, code, and files, exposes 57 tools for search, knowledge, tasks, and skills.

Overview

prih/mcp-graph-memory is a TypeScript MCP server. MCP server that builds a semantic graph memory from your project — indexes docs, code, and files, exposes 57 tools for search, knowledge, tasks, and skills. Topics: graph, knowledge-graph, mcp, mcp-server, react, semantic-search, typescript.

Ranked #57 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

TypeScript No license
graphknowledge-graphmcpmcp-serverreactsemantic-searchtypescript

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0
Description Detailed
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

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Matched Queries

"mcp server""mcp-server"

From the README

# mcp-graph-memory

An MCP server that builds a **semantic graph memory** from a project directory.
It indexes markdown documentation and TypeScript/JavaScript source code into graph structures,
then exposes them as MCP tools that any AI assistant can use to navigate and search the project.

## Quick start with Docker

### 1. Create a config file

Create `graph-memory.yaml` — paths must be relative to the container filesystem:

```yaml
server:
  host: "0.0.0.0"
  port: 3000
  modelsDir: "/data/models"

projects:
  my-app:
    projectDir: "/data/projects/my-app"
    docsPattern: "docs/**/*.md"
    codePattern: "src/**/*.{ts,tsx}"
    excludePattern: "node_modules/**,dist/**"
```

### 2. Run with Docker

```bash
docker run -d \
  --name graph-memory \
  -p 3000:3000 \
  -v $(pwd)/graph-memory.yaml:/data/config/graph-memory.yaml:ro \
  -v /path/to/my-app:/data/projects/my-app:ro \
  -v graph-memory-models:/data/models \
  ghcr.io/prih/mcp-graph-memory
```

Three mounts:
| Mount | Containe
Read full README on GitHub →
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