African Speech Corpora Quality Audit MCP Server

by papasega Your server? Claim it

local only

African Speech Corpora Quality Audit runs on your own machine — the client starts it, so there is no endpoint to ping. 105 installs a week from pypi. Last commit 27 Aug 2026.

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

Installs per day peak 282 · avg 44

a month agotoday

105

Installs / week

pypi · african-speech-mcp

Stars

0 open issues

27 Aug 2026

Last commit

0 releases in 90 days

Apache-2.0

License

Python

Nothing serious here today

Today is the operative word: we check African Speech Corpora Quality Audit every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add african-speech-corpora -- uvx african-speech-mcp

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

{
  "mcpServers": {
    "african-speech-corpora": {
      "args": [
        "african-speech-mcp"
      ],
      "command": "uvx"
    }
  }
}

~/.codex/config.toml

[mcp_servers.african-speech-corpora]
command = "uvx"
args = ["african-speech-mcp"]

.cursor/mcp.json

{
  "mcpServers": {
    "african-speech-corpora": {
      "args": [
        "african-speech-mcp"
      ],
      "command": "uvx"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "african-speech-corpora": {
      "args": [
        "african-speech-mcp"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: 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 (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.). The author declared them in the registry entry; get the values from the project itself.

Alternatives to African Speech Corpora Quality Audit

same job, measured the same way

p-e relay

by zaebee

Read-only access to an append-only corpus of provenance-bearing coordination records.

local only

Agent Services MCP

by gareth1953

MCP server: x402-paid & free tools for AI agents — provenance, quality scoring, action audit.

59 installs/wk local only

QuillCaddie MCP

by quillcaddie-www

OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCaddie project memory.

answering

Routescore

by routescore

Read-only pre-sign evidence for onchain agents: route quality, MEV exposure, clear/caution verdict.

41 installs/wk 11 tools answering

Macaroon Bible Evidence

by macaroonnetwork

Read-only BSB and WEB Scripture evidence with provenance, context, comparison, and search.

11 tools answering

Legitshow Search

by commitshow

Search launched software (SaaS, AI tools, MCP servers) by measured production-readiness.

19 installs/wk local only

three.ws Provenance

by nirholas

Append-only, signed, on-chain-verifiable agent action log — record and audit what agents did.

29 installs/wk local only

SHAR Production Metadata MCP

by sharproduction

Read-only validation of rights-aware production metadata manifests for MCP-compatible clients.

local only

African Speech Corpora Quality Audit — questions

Answers built from our own checks of this server.

Why is there no uptime for African Speech Corpora Quality Audit?

African Speech Corpora Quality Audit runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package african-speech-mcp was installed 105 times last week.

How do I connect African Speech Corpora Quality Audit?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls african-speech-mcp straight from pypi; nothing to host, nothing to sign up for.

How many people use African Speech Corpora Quality Audit?

The pypi package african-speech-mcp was installed 105 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is African Speech Corpora Quality Audit open source?

Yes — it is published under the Apache-2.0 licence, written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.