1. Conduid
  2. RAG
  3. Debriefer
MCP server · RAG

Debriefer

by · github.com/chenders/debriefer

Multi-source research orchestration engine. Queries 35+ sources with Wikipedia RSP reliability scoring, phased execution with early stopping, per-query cost control, and pluggable AI synthesis.

Unclaimed ai-synthesiscost-controldata-enrichmentfact-checkingmcpmulti-sourceorchestrationragreliability-scoringresearchtypescriptweb-scrapingwikipedia
InstallView source
28Low

Scored 18 hours ago · breakdown

About Debriefer

Debriefer is an MCP server published by chenders in the RAG category: multi-source research orchestration engine. Queries 35+ sources with Wikipedia RSP reliability scoring, phased execution with early stopping, per-query cost control, and pluggable AI synthesis.

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

Install

From source
git clone https://github.com/chenders/debriefer

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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Ask about Debriefer — answers draw on its README.

Security checks

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Releases

v2.1.0v2.1.0 — @debriefer/browser auth & sessions · 16 Mar 2026v2.1.0 @debriefer/browser — Browser auth, sessions, and login handlers (NEW features) Phase 2 additions: Config loader: Environment variable-based credentials and CAPTCHA solver configuration Session manager: Cookie persistence to…
v2.0.2v2.0.2 — @debriefer/browser · 16 Mar 2026v2.0.2 Publishes `@debriefer/browser@2.0.0` — browser stealth, CAPTCHA solving, and archive fallbacks. @debriefer/browser (NEW) Browser stealth: Playwright + fingerprint-injector for realistic fingerprints CAPTCHA detection: reCAPTCHA…
v2.0.1v2.0.1 — publish cli, server, mcp · 15 Mar 2026v2.0.1 Publishes the remaining three packages to npm: @debriefer/cli@2.0.0 — CLI tool (`npx @debriefer/cli debrief "Marie Curie"`) @debriefer/server@2.0.0 — Express HTTP server @debriefer/mcp@2.0.0 — MCP server for AI assistants No…
v2.0.0v2.0.0 — AI-first defaults, @debriefer scope · 15 Mar 2026What's New @debriefer/ai (1.0.0) — NEW `createAIDefaults()` factory returning pre-built Claude Haiku callbacks for section filtering, confidence scoring, link selection, and person validation `ClaudeSynthesizer` (moved from core) — AI…
v1.0.1v1.0.1 · 13 Mar 2026Bump jsdom ^25→^28 and @mozilla/readability ^0.5→^0.6 to align with consumer projects and avoid duplicate transitive dependencies.
Questions

About Debriefer

How do I install Debriefer?

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

Is Debriefer safe to use with an AI agent?

Its trust score is 28 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 Debriefer still maintained?

Yes — the last commit was 3 days ago. The repository has 0 stars and 0 forks.