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{
  "mcpServers": {
    "pinrag": {
      "command": "uvx",
      "args": [
        "--refresh",
        "pinrag",
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}"
      }
    }
  }
}

claude mcp add pinrag -e "OPENROUTER_API_KEY=${OPENROUTER_API_KEY}" -- uvx --refresh pinrag pinrag==0.9.27

[mcp_servers.pinrag]
command = "uvx"
args = ["--refresh", "pinrag", "pinrag==0.9.27"]
env = { "OPENROUTER_API_KEY" = "${OPENROUTER_API_KEY}" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pinrag": {
      "type": "local",
      "command": [
        "uvx",
        "--refresh",
        "pinrag",
        "pinrag==0.9.27"
      ],
      "enabled": true,
      "environment": {
        "OPENROUTER_API_KEY": "{env:OPENROUTER_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "pinrag": {
      "command": "uvx",
      "args": [
        "--refresh",
        "pinrag",
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=pinrag&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyItLXJlZnJlc2giLCJwaW5yYWciLCJwaW5yYWc9PTAuOS4yNyJdLCJlbnYiOnsiT1BFTlJPVVRFUl9BUElfS0VZIjoiJHtPUEVOUk9VVEVSX0FQSV9LRVl9In19"
}

{
  "servers": {
    "pinrag": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--refresh",
        "pinrag",
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "pinrag": {
      "command": "uvx",
      "args": [
        "--refresh",
        "pinrag",
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}"
      }
    }
  }
}

extensions:
  "pinrag":
    enabled: true
    name: "pinrag"
    type: stdio
    cmd: "uvx"
    args:
      - "--refresh"
      - "pinrag"
      - "pinrag==0.9.27"
    envs:
      "OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${OPENROUTER_API_KEY}. The registry never accepts secret values.

This is a local package: the command runs on your machine.

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygienen/a · weight 30

n/a
tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool list unknown

dependencies67 · weight 15

fail
deps.known_vulns15 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-2g87-pp6c-29x5 in [email protected] (indirect, fixed in 3.14.4), GHSA-5wr8-gcqf-gqf3 in [email protected] (indirect, fixed in 3.14.4), GHSA-45hq-cxwh-f6vc in [email protected] (indirect, fixed in 12.3.0), ...; 12 more of lower severity or without a fix
pass
deps.mcp_sdk_versionmcp 2.2.0, no known advisory
pass
deps.resolvable[email protected] resolved: 140 packages

Tool list unknown · checked 2026-10-20 10:35 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 76 / 100

provenance80

livenessn/a

freshness45

hygiene100

+repository +namespace-matches-repo ~liveness-unmeasured -stale-194d

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI139 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19

advisory	severity	package	fixed in
GHSA-36p7-vc44-83pfChromaDB has a code injection vulnerability	critical	`[email protected]`direct	no fix yet
GHSA-f4j7-r4q5-qw2cChromaDB Python project has a pre-authentication code injection vulnerability	critical	`[email protected]`direct	no fix yet
GHSA-2g87-pp6c-29x5aiohttp: Multiple instances of excessive or unbounded memory/CPU use	high	`[email protected]`indirect	fixed in `3.14.4`
GHSA-5wr8-gcqf-gqf3aiohttp server lacks an initial request/header timeout	high	`[email protected]`indirect	fixed in `3.14.4`
GHSA-45hq-cxwh-f6vcPillow `BdfFontFile`: `Image.new()` called without `_decompression_bomb_check()` — bomb protection bypass via font loading	high	`[email protected]`indirect	fixed in `12.3.0`
GHSA-5x94-69rx-g8h2Pillow: `FontFile.compile()`: `Image.new()` called without `_decompression_bomb_check()`	high	`[email protected]`indirect	fixed in `12.3.0`
GHSA-62p4-gmf7-7g93Pillow: Out-of-bounds read via attacker-controlled row stride on Pillow's mmap path (McIdas AREA files)	high	`[email protected]`indirect	fixed in `12.3.0`
GHSA-6r8x-57c9-28j4Pillow: Heap out-of-bounds write `Image.paste()` / `Image.crop()` via signed coordinate overflow	high	`[email protected]`indirect	fixed in `12.3.0`
GHSA-8v84-f9pq-wr9xPillow `PcfFontFile._load_bitmaps()`: `Image.frombytes()` called without `_decompression_bomb_check()` — bomb protection bypass via PCF font loading	high	`[email protected]`indirect	fixed in `12.3.0`
GHSA-9hw9-ch79-4vh6Pillow: Controlled heap out-of-bounds write in Pillow `ImageCmsTransform.apply()` via output mode mismatch	high	`[email protected]`indirect	fixed in `12.3.0`

17 more advisories in the dependencies endpoint.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

package	registry	version	runtime	secrets
`pinrag`	pypi	0.9.27	uvx	`OPENROUTER_API_KEY`

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.ndjordjevic/pinrag",
  "title": "PinRAG",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.9.27",
  "packages": [
    {
      "version": "0.9.27",
      "transport": {
        "type": "stdio"
      },
      "identifier": "pinrag",
      "runtimeHint": "uvx",
      "registryType": "pypi",
      "runtimeArguments": [
        {
          "type": "positional",
          "value": "--refresh"
        },
        {
          "type": "positional",
          "value": "pinrag"
        }
      ],
      "environmentVariables": [
        {
          "name": "OPENROUTER_API_KEY",
          "format": "string",
          "isSecret": true,
          "isRequired": true,
          "description": "OpenRouter API key — required for the default chat LLM (PINRAG_LLM_PROVIDER defaults to openrouter). Get a key at openrouter.ai."
        },
        {
          "name": "PINRAG_PERSIST_DIR",
          "format": "string",
          "description": "Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd)."
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/ndjordjevic/pinrag",
    "source": "github"
  },
  "description": "MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations."
}