# io.github.Testinat0r/otp-ojp (npm · @opentalentprotocol/mcp-server)

Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)

- Trust score: 69/100 (medium)
- Change this week: +23
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `@opentalentprotocol/mcp-server`: 69/100 (this document), [markdown](https://verifymcp.io/servers/testinat0r-otp-ojp/opentalentprotocol-mcp-server.md), [page](https://verifymcp.io/servers/testinat0r-otp-ojp/opentalentprotocol-mcp-server)

## Channel facts

- Registry: `npm`
- Package: `@opentalentprotocol/mcp-server`
- Version: `0.1.1`
- 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**: 86/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
- **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 150 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 77/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 604 tokens (~100/item across 6 items; 6 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **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**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add testinat0r-otp-ojp -- npx -y @opentalentprotocol/mcp-server
```

### Codex

```bash
codex mcp add testinat0r-otp-ojp -- npx -y @opentalentprotocol/mcp-server
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "testinat0r-otp-ojp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@opentalentprotocol/mcp-server"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add testinat0r-otp-ojp --command npx --arg -y --arg @opentalentprotocol/mcp-server
```

### Hermes

```yaml
mcp_servers:
  testinat0r-otp-ojp:
    command: "npx"
    args: ["-y", "@opentalentprotocol/mcp-server"]
```

### Other

```json
{
  "mcpServers": {
    "testinat0r-otp-ojp": {
      "command": "npx",
      "args": [
        "-y",
        "@opentalentprotocol/mcp-server"
      ]
    }
  }
}
```

## 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 69, +48)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Malware scan: unverified → pass
- [functional regression] Security disclosure: fail → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Schema quality: unverified → excellent
- [functional improvement] License: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Stability: unverified → 0.23
- [functional] First check of Schema quality: unverified
- [functional] Licence: MIT

### 2026-07-31 (score 21, −7)

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

### 2026-07-30 (score 28, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-27 (score 46)

First indexed and scored.

## MCP tools (6)

### `otp_validate_profile` (~84 tokens)

Validate a JSON document against the Open Talent Protocol schema (v0.1). Provide either filePath (absolute path to a .json file) or document (pre-parsed object). Returns validity status and a list of errors.

Input parameters:

- `document` (object): A pre-parsed OTP document object.
- `filePath` (string): Absolute path to an OTP JSON document.

### `otp_introspect_profile` (~113 tokens)

Extract a structured, agent-friendly summary of an Open Talent Protocol document. Returns normalized skills, work history, preferences, and an agentSummary string suitable for use in a system prompt. Provide either filePath or document. Optionally filter sections: identity, summary, skills, work, preferences.

Input parameters:

- `document` (object): A pre-parsed OTP document object.
- `filePath` (string): Absolute path to an OTP JSON document.
- `sections` (array): Which sections to include. Defaults to all.

### `otp_parse_resume` (~100 tokens)

Produce a structured OTP extraction template from raw resume text. Returns a document skeleton with _EXTRACT_* annotations, a fieldConfidence list (high/medium/low per field), and a gaps list of information not typically on resumes. The calling agent should fill in the skeleton using its reasoning over the text, then call otp_validate_profile to verify the result.

Input parameters:

- `text` (string, required): Raw resume text (plain text, markdown, or extracted PDF text).

### `ojp_validate_job_posting` (~89 tokens)

Validate a JSON document against the Open Job Protocol schema (v0.1). Provide either filePath (absolute path to a .json file) or document (pre-parsed object). Returns validity status and a list of errors.

Input parameters:

- `document` (object): A pre-parsed OJP document object.
- `filePath` (string): Absolute path to an OJP JSON document.

### `ojp_introspect_job_posting` (~92 tokens)

Extract a structured, agent-friendly summary of an Open Job Protocol document. Returns normalized requirements, compensation, location, team, process details, and an agentSummary string suitable for use in a system prompt. Provide either filePath or document.

Input parameters:

- `document` (object): A pre-parsed OJP document object.
- `filePath` (string): Absolute path to an OJP JSON document.

### `ojp_parse_job_posting` (~126 tokens)

Produce a structured OJP extraction template from raw job posting text. Returns a document skeleton with _EXTRACT_* annotations, a fieldConfidence list (high/medium/low per field), and a gaps list of information commonly missing from postings. The calling agent should fill in the skeleton using its reasoning over the text, then call ojp_validate_job_posting to verify the result.

Input parameters:

- `sourceUrl` (string): Source URL of the job posting, if known.
- `text` (string, required): Raw job posting text (plain text, markdown, or extracted HTML text).

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/testinat0r-otp-ojp/opentalentprotocol-mcp-server#diagnostics

## Score history

- 2026-08-03: 69
- 2026-08-02: 69
- 2026-08-01: 21
- 2026-07-31: 21
- 2026-07-30: 28
- 2026-07-28: 46
- 2026-07-27: 46

## Links

- npm package: https://www.npmjs.com/package/@opentalentprotocol/mcp-server
- Socket report: https://socket.dev/npm/package/@opentalentprotocol/mcp-server
- Repository: https://github.com/neogene-ai/otp-ojp-mcp-server
- Changelog RSS feed: https://verifymcp.io/servers/testinat0r-otp-ojp/opentalentprotocol-mcp-server/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/testinat0r-otp-ojp/opentalentprotocol-mcp-server/changelog.json
- HTML version of this page: https://verifymcp.io/servers/testinat0r-otp-ojp/opentalentprotocol-mcp-server