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MCP server · RAG

Signal Ingest

by · github.com/TimRoller/signal-ingest

CSV ingestion + LLM-driven cleaning + MCP serving platform

Unclaimed anthropicclaudedata-pipelinefastapilanggraphmcppgvectorpython
InstallView source
34Low

Scored 27 days ago · breakdown

About Signal Ingest

Signal Ingest is an MCP server published by TimRoller in the RAG category: cSV ingestion + LLM-driven cleaning + MCP serving platform.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/TimRoller/signal-ingest

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.4.0v0.4.0 — Phase 3: LLM Plan Generation + Fingerprint Cache + Evals · 25 May 2026Phase 3 — the AI part.** The system now reasons about CSV schemas it has never seen. A novel source triggers a Claude Sonnet call (via Anthropic tool use), which emits a structured `CleaningPlan` validated against the Pydantic…
v0.3.0v0.3.0 — Phase 2: Queue + Worker + Deterministic Cleaning · 25 May 2026Phase 2 — worker pipeline shipped.** Upload → Redis enqueue → Arq worker pops → polars cleaning per plan → Parquet in silver → `files.status='cleaned'`. **No LLM yet** — that's Phase 3. Plans are hand-coded for `demo` and `vendor_a` so the…
v0.2.0v0.2.0 — Phase 1: Ingest · 25 May 2026Phase 1 — Ingest shipped.** `POST /upload` writes a CSV to MinIO bronze and a row to Postgres, idempotent on `(source, sha256)`. The end-to-end ingest path is live. What's new `POST /upload` (multipart) — buffers the upload, computes…
v0.1.0v0.1.0 — Phase 0: Scaffold · 25 May 2026Phase 0 — Scaffold complete.** Empty but well-scaffolded. Six services boot end-to-end on a fresh machine, CI is green, and the architectural reasoning is documented. What works `docker compose up -d --build` brings up `postgres` (with…
Questions

About Signal Ingest

How do I install Signal Ingest?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Signal Ingest safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Signal Ingest still maintained?

Yes — the latest release is v0.4.0 (25 May 2026), and the last commit was 4 months ago. The repository has 0 stars.