# io.github.bibinprathap/veritasgraph (pypi · veritasgraph-mcp)

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

- Trust score: 52/100 (low)
- Change this week: −1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- pypi · `veritasgraph-mcp`: 52/100 (this document), [markdown](https://verifymcp.io/servers/bibinprathap-veritasgraph/veritasgraph-mcp.md), [page](https://verifymcp.io/servers/bibinprathap-veritasgraph/veritasgraph-mcp)

## Channel facts

- Registry: `pypi`
- Package: `veritasgraph-mcp`
- Version: `0.1.2`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it.
  - 0 of 9 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 29 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 85/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 366 tokens (~52/item across 7 items; 5 tools + 2 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 20/100
  - Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add bibinprathap-veritasgraph -- uvx veritasgraph-mcp
```

### Codex

```bash
codex mcp add bibinprathap-veritasgraph -- uvx veritasgraph-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "bibinprathap-veritasgraph": {
      "type": "local",
      "command": [
        "uvx",
        "veritasgraph-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add bibinprathap-veritasgraph --command uvx --arg veritasgraph-mcp
```

### Hermes

```yaml
mcp_servers:
  bibinprathap-veritasgraph:
    command: "uvx"
    args: ["veritasgraph-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "bibinprathap-veritasgraph": {
      "command": "uvx",
      "args": [
        "veritasgraph-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 52, 0)

- [security improvement] Malware scan: unverified → pass

### 2026-07-31 (score 52, −13)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 65, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-28 (score 83, +30)

- [security regression] Provenance: unverified → fail
- [security improvement] Known CVEs: unverified → pass
- [security improvement] Install scripts: unverified → pass
- [security] The scripts that run when this package is installed changed: build_backend
- [functional improvement] License: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] Dependency health: unverified → 1.00
- [functional improvement] Schema quality: unverified → excellent
- [functional] Licence: MIT

### 2026-07-27 (score 53)

First indexed and scored.

## MCP tools (5)

### `veritasgraph_ingest_document` (~98 tokens)

Ingest a document into the VeritasGraph knowledge graph. Chunks the text, extracts entities and relationships with a local model, and records the source chunk behind every node/edge for verifiable attribution.

Input parameters:

- `model` (string): Local Ollama model to use (defaults to $VERITASGRAPH_MODEL).
- `text` (string, required): Full document text to ingest.
- `title` (string): Human-readable document title.

### `veritasgraph_query` (~101 tokens)

Ask a question and get a graph-grounded, multi-hop answer with verifiable [doc#chunk] citations and the reasoning path used.

Input parameters:

- `max_depth` (integer): Max graph hops (default 2).
- `max_nodes` (integer): Max subgraph nodes (default 25).
- `model` (string): Local Ollama model to use (defaults to $VERITASGRAPH_MODEL).
- `question` (string, required): Natural-language question.

### `veritasgraph_search_entities` (~79 tokens)

Retrieve the subgraph most relevant to a query (entities, relationships, seeds) without invoking the LLM. Fast graph lookup.

Input parameters:

- `max_depth` (integer): Max graph hops (default 2).
- `max_nodes` (integer): Max subgraph nodes (default 25).
- `query` (string, required): Search query / topic.

### `veritasgraph_get_graph` (~25 tokens)

Return the full knowledge graph: all nodes, edges, and stats.

### `veritasgraph_clear_graph` (~24 tokens)

Clear the entire knowledge graph (destructive; removes all data).

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/bibinprathap-veritasgraph/veritasgraph-mcp#diagnostics

## Score history

- 2026-08-03: 52
- 2026-08-02: 52
- 2026-08-01: 52
- 2026-07-31: 52
- 2026-07-30: 65
- 2026-07-29: 83
- 2026-07-28: 83
- 2026-07-27: 53

## Links

- PyPI project: https://pypi.org/project/veritasgraph-mcp/
- Socket report: https://socket.dev/pypi/package/veritasgraph-mcp
- Repository: https://github.com/bibinprathap/VeritasGraph
- Website: https://bibinprathap.github.io/VeritasGraph/
- Changelog RSS feed: https://verifymcp.io/servers/bibinprathap-veritasgraph/veritasgraph-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/bibinprathap-veritasgraph/veritasgraph-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/bibinprathap-veritasgraph/veritasgraph-mcp