# io.github.facultidev42FacultiDevelopment/faculti (npm · @facultiai/mcp-server)

Search academic expert insights, papers and contributions from Faculti

- Trust score: 68/100 (medium)
- Change this week: +44
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `@facultiai/mcp-server`: 68/100 (this document), [markdown](https://verifymcp.io/servers/facultidev42facultidevelopment-faculti/facultiai-mcp-server.md), [page](https://verifymcp.io/servers/facultidev42facultidevelopment-faculti/facultiai-mcp-server)

## Channel facts

- Registry: `npm`
- Package: `@facultiai/mcp-server`
- Version: `1.0.7`
- 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**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (95 of 99), 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 (95 of 99), 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 141 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 71/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 472 tokens (~78/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 facultidev42facultidevelopment-faculti -- npx -y @facultiai/mcp-server
```

### Codex

```bash
codex mcp add facultidev42facultidevelopment-faculti -- npx -y @facultiai/mcp-server
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "facultidev42facultidevelopment-faculti": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@facultiai/mcp-server"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add facultidev42facultidevelopment-faculti --command npx --arg -y --arg @facultiai/mcp-server
```

### Hermes

```yaml
mcp_servers:
  facultidev42facultidevelopment-faculti:
    command: "npx"
    args: ["-y", "@facultiai/mcp-server"]
```

### Other

```json
{
  "mcpServers": {
    "facultidev42facultidevelopment-faculti": {
      "command": "npx",
      "args": [
        "-y",
        "@facultiai/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 68, +34)

- [security regression] Provenance: unverified → fail
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Install scripts: unverified → pass
- [security improvement] Malware scan: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Stability: unverified → 0.23
- [functional improvement] License: unverified → pass
- [functional] Licence: MIT

### 2026-07-31 (score 34, +15)

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

### 2026-07-30 (score 19, −59)

- [security regression] Known CVEs: partial → unverified
- [security regression] Malware scan: pass → unverified
- [functional regression] Tool coverage: 100 → unverified

### 2026-07-29 (score 78, +52)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] License: unverified → pass
- [functional improvement] Tool coverage: unverified → 100
- [functional] First check of Schema quality: good
- [functional] First check of Tool coverage: 100
- [functional] First check of Schema quality: pass
- [functional] First check of Schema quality: fail
- [functional] Licence: MIT

### 2026-07-28 (score 26, +2)

- [functional regression] Security disclosure: unverified → fail
- [functional improvement] Dependency health: unverified → partial

### 2026-07-27 (score 24)

First indexed and scored.

## MCP tools (6)

### `search_videos` (~87 tokens)

Search Faculti's library of expert academic video interviews. Returns videos with title, expert, institution, date, and URL.

Input parameters:

- `category` (string): Filter by category slug
- `limit` (number): Max results to return (default 10)
- `query` (string, required): Search query (e.g. 'climate change policy')
- `sort` (string): Sort order

### `search_papers` (~105 tokens)

Search academic papers and source documents indexed by Faculti. Returns papers with title, authors, year, DOI, journal, and citation count.

Input parameters:

- `limit` (number): Max results to return (default 10)
- `query` (string, required): Search query (e.g. 'machine learning healthcare')
- `sort` (string): Sort order
- `yearFrom` (number): Filter papers from this year
- `yearTo` (number): Filter papers up to this year

### `search_contributions` (~109 tokens)

Search research contributions — specific claims, findings, and arguments made by experts in Faculti videos. Each contribution includes the statement, evidence type, and link to the source video.

Input parameters:

- `domain` (string): Filter by domain tag
- `limit` (number): Max results to return (default 10)
- `query` (string, required): Search query (e.g. 'impact of AI on employment')
- `type` (string): Filter by contribution type (e.g. finding, argument, methodology)

### `search_indicators` (~97 tokens)

Search economic and social data indicators available on Faculti (GDP, inflation, employment, etc.). Returns indicator metadata and can be used to discover available time-series data.

Input parameters:

- `categories` (array): Filter by category names
- `limit` (number): Max results to return (default 10)
- `query` (string, required): Search query (e.g. 'GDP growth rate')
- `sources` (array): Filter by data source names

### `list_categories` (~25 tokens)

List all content categories available on Faculti. Useful for discovering topics and filtering searches.

### `list_institutions` (~49 tokens)

List or search universities and research institutions on Faculti.

Input parameters:

- `limit` (number): Max results to return (default 20)
- `search` (string): Optional search query to filter institutions

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/facultidev42facultidevelopment-faculti/facultiai-mcp-server#diagnostics

## Score history

- 2026-08-03: 68
- 2026-08-02: 68
- 2026-08-01: 34
- 2026-07-31: 34
- 2026-07-30: 19
- 2026-07-29: 78
- 2026-07-28: 26
- 2026-07-27: 24

## Links

- npm package: https://www.npmjs.com/package/@facultiai/mcp-server
- Socket report: https://socket.dev/npm/package/@facultiai/mcp-server
- Repository: https://github.com/facultidev42FacultiDevelopment/servers
- Changelog RSS feed: https://verifymcp.io/servers/facultidev42facultidevelopment-faculti/facultiai-mcp-server/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/facultidev42facultidevelopment-faculti/facultiai-mcp-server/changelog.json
- HTML version of this page: https://verifymcp.io/servers/facultidev42facultidevelopment-faculti/facultiai-mcp-server