African Speech Corpora Quality Audit MCP Server

io.github.papasega/african-speech-corpora

Repository Registry

What is the African Speech Corpora Quality Audit MCP server?

Read-only, provenance-aware selection of Wolof speech corpora by measured quality.

How to install African Speech Corpora Quality Audit

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

ASM_CATALOG_PATH
Optional path to a custom corpus catalog JSON file.
ASM_AUDIT_LOG_PATH
Optional path receiving one JSON audit line per tool call.
ASM_HF_TOKEN
secret
Optional Hugging Face token, only needed for gated datasets.
ASM_VALIDATION_LOCK_PATH
Optional path to a local schema-validation lock bound to the catalog hash.

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "african-speech-corpora": {
      "command": "uvx",
      "args": [
        "african-speech-mcp"
      ],
      "env": {
        "ASM_CATALOG_PATH": "<YOUR_ASM_CATALOG_PATH>",
        "ASM_AUDIT_LOG_PATH": "<YOUR_ASM_AUDIT_LOG_PATH>",
        "ASM_HF_TOKEN": "<YOUR_ASM_HF_TOKEN>",
        "ASM_VALIDATION_LOCK_PATH": "<YOUR_ASM_VALIDATION_LOCK_PATH>"
      }
    }
  }
}

Related MCP servers

io.github.paperandbeyond23-gif/edgrapi-skills

Maintained

US government + SEC data as clean JSON: SAM.gov, USAspending, Grants.gov, Congress, SEC filings.

Python

MIT-0

View repository →

io.github.paperandbeyond23-gif/propzapi

Active

Render-and-verify API: HTML/CSS to image or PDF, screenshot any URL, confirm the text rendered.

Python

MIT-0

View repository →

io.github.paperdavid/manoma

Maintained

MCP server for soul.md — your portable AI identity layer across every LLM.

JavaScript

MIT

View repository →

PaperOffice AI

Document AI and headless DMS: OCR, IDP, search, workflows, signatures. EU-hosted, OAuth 2.1.

View repository →

PapersFlow

Maintained

Search academic papers, verify citations, and discover related research with AI-powered literature tools.

MIT

View repository →

xkcd Comic Suggester

Active

Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.

Python

View repository →