Claimscope

io.github.CloudCorpRecordsPublished by GitHub account CloudCorpRecordsv0.1.0Updated Nov 7, 2026

Compare engine answers, inspect disagreement and grade study evidence for questions.

VerifiedSTDIODesktop onlyKnowledge & MemoryAI & ML

Overview

AI-generated overview

Local bridge to the hosted ECCA panel engine that compares engine answers, stress-tests claims, and grades study evidence for questions.

What you can do
  • Compare answers from configured engines for one inquiry and inspect disagreement, with optional depth and red-team antagonist settings
  • Stress-test a plan or premise with adversarial pre-mortems, and score discrete options with minimax regret and Pareto ranking
  • Measure lexical and semantic divergence across candidate assertions to flag sycophantic near-duplicates
  • Refine rough questions without adding facts, and fetch and grade studies from scholarly indexes with explicit gaps
  • Verify a candidate answer against panel agreement with named dissent, or run the evidence-and-claims flow for psychology, learning, nutrition and money questions
  • Validate the shape of an ecca.claim-protocol 1.0 document
When to use it
Useful when you want a second opinion on a claim or question rather than a single model's answer, or when you need evidence-graded research for psychology, learning, nutrition or money topics. Also fits checking another AI's answer or stress-testing a plan before committing to it.
Requirements
Runs as a local process via npx or the Docker image; it forwards calls to the hosted ECCA endpoint over the network. Optional ECCA_MCP_URL overrides the endpoint and optional ECCA_API_KEY is sent as a Bearer token; no account or key is required by default.
Before you install
The bridge holds no answers itself: every tool call, including question text and candidate answers, is sent to the third-party upstream endpoint. Setting ECCA_API_KEY sends that credential with every upstream request. Some tool descriptions mention tier-quota slots and solves, so upstream usage limits or costs may apply; the bridge adds no payment handling of its own.

Installation

In SourceWeft

  1. Open Claimscope in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

claimscope

claimscope is a thin local bridge to the ECCA hosted MCP server, a panel-style engine for interrogating claims and questions. Instead of trusting a single model's answer, the upstream compares answers from its configured engines and exposes where they disagree, runs adversarial pre-mortems and decision tournaments, verifies candidate answers written by other AIs, and — for psychology, learning, nutrition, and money questions — fetches scholarly studies and grades the evidence behind a verdict before giving one.

The bridge itself holds no answers and grades nothing. It serves the upstream server's tool list locally — exactly as captured from the live endpoint — and forwards each tool call upstream, returning the result untouched. Some captured tool descriptions speak of "keyed tier-quota slots"; that is the upstream's own wording, served verbatim. This client adds no quota or payment machinery of its own, and it sends a credential only when you give it one (see Configuration).

Tools

  • ecca_synthesize — compare answers from the configured engines for one inquiry (query, required) and inspect the disagreement: lexical similarity and final-answer agreement when measurable. Optional: model (label echoed in the result), depth (one-engine fast routes through multi-engine deep routes), and antagonist to force one engine into a red-team role.
  • ecca_pre_mortem — stress-test a plan or premise (premise, required) by simulating how it fails: failure modes and early warning indicators, checked with empirical argument verification. Optional: horizonMonths (default 18).
  • ecca_decision_tournament — score discrete options (options, required) inside a decision context (decisionContext, required) using minimax regret and Pareto ranking.
  • ecca_bts_divergence — measure lexical and semantic divergence across candidate assertions (required), penalising sycophantic near-duplicates.
  • ecca_refine — sharpen a rough question (text, required, up to 2000 characters) without adding facts; returns detected niches and refinement chips.
  • ecca_research — fetch and grade studies from scholarly indexes for a question (required), returning the fetched evidence and the explicit gaps. Optional: niche (psychology, learning, nutrition, or money).
  • ecca_verify — independently answer a question and compare a candidate_answer (both required) against deterministic panel agreement, showing named dissent.
  • ecca_psychology — a psychology question (required): refine it, fetch studies, and show named claims before the verdict.
  • ecca_learning — the same evidence-and-claims treatment for a learning or study-skills question (required).
  • ecca_nutrition — the same treatment for a nutrition or supplements question (required).
  • ecca_money — the same treatment for a money or business question (required).
  • ecca_claim_protocol_validate — check one ecca.claim-protocol 1.0 document (required) for shape only: versioning, engine slots rather than vendor names, causes drawn from the published taxonomy, consent for question text, and the seal. Returns ok with the error list; it validates the document's shape, never the record behind it.

Configuration

  • ECCA_MCP_URL (optional) — override the upstream endpoint. Defaults to https://eccaai.com/api/mcp. (The override hook is this rebuild's own labelled reconstruction.)
  • ECCA_API_KEY (optional) — when set, every upstream request carries Authorization: Bearer <key>. When unset, no auth header is sent at all; the original capture this rebuild is based on was keyless. (This auth forwarding is this rebuild's own labelled reconstruction.)

Forwarding mechanics

On the first tool call the client opens a streamable HTTP session with the upstream: a JSON-RPC initialize request (protocolVersion 2025-03-26, clientInfo name claimscope), then a notifications/initialized notification, then the tools/call request carrying the caller's arguments unchanged. When the upstream answers initialize with an Mcp-Session-Id header, that value rides on every later request of the session, which is reused for the life of the process. Replies may arrive as plain JSON or as server-sent events; both are read.

Successful upstream results pass through verbatim, including any isError flag the upstream sets. Failures — a JSON-RPC error, a non-2xx status, an unreadable response, or a request that cannot be completed — come back as an isError result whose text starts with claimscope error: (this rendering is this rebuild's own labelled reconstruction).

CLI

Each tool is also a subcommand taking one JSON argument string:

bash
npx @reneturcios/claimscope ecca_verify '{"question":"does spaced repetition work?","candidate_answer":"yes, robustly"}'npx @reneturcios/claimscope ecca_decision_tournament '{"decisionContext":"hire or contract","options":["hire","contract","defer"]}'npx @reneturcios/claimscope ecca_refine '{"text":"why do i forget things"}'npx @reneturcios/claimscope --version

Exit codes: 0 on success, 1 on an isError result, 2 on a usage error.

MCP server

bash
npx -y @reneturcios/claimscope mcp

MCP client config:

json
{  "mcpServers": {    "claimscope": {      "command": "npx",      "args": ["-y", "@reneturcios/claimscope", "mcp"]    }  }}

Docker

bash
docker run -i ghcr.io/cloudcorprecords/claimscopedocker run --rm ghcr.io/cloudcorprecords/claimscope --version

The container's default command is mcp, so the first form is a stdio MCP server; any other arguments reach the CLI normally.

Development

bash
npm installnpm run buildnpm testnpm run dev

The test suite runs entirely against a stubbed JSON-RPC upstream — no live network calls.

License

MIT — see LICENSE.

Source: README.md at commit 07c29d7

Tools

12

ecca_synthesize

Compare Engine Answers

Compare answers from configured engines and inspect disagreement, with lexical similarity and final-answer agreement when measurable.

Parametersdepthmodelqueryrequiredantagonist

ecca_pre_mortem

Run a Pre-Mortem

Executes an adversarial pre-mortem identifying failure modes and early warning indicators using empirical argument verification.

ParameterspremiserequiredhorizonMonths

ecca_decision_tournament

Compare Decision Options

Evaluates multi-option decision matrix using minimax regret and Pareto ranking over candidate pathways.

ParametersoptionsrequireddecisionContextrequired

ecca_bts_divergence

Measure Answer Divergence

Measures lexical and semantic divergence across candidate assertions to penalize sycophancy.

Parametersassertionsrequired

ecca_refine

Refine a Question

Use one keyed tier-quota slot to sharpen rough student questions without adding facts; return detected niches and refinement chips. A closed engine ceiling falls back locally.

Parameterstextrequired

ecca_research

Research Supporting Studies

Use one keyed tier-quota slot and dispatch-ceiling reservation to fetch and grade studies from scholarly indexes; return fetched evidence and explicit gaps.

Parametersnichequestionrequired

ecca_verify

Verify Another AI Answer

Independently answer a question and compare the candidate against deterministic panel agreement. Show named dissent; spends one solve.

Parametersquestionrequiredcandidate_answerrequired

ecca_psychology

Check a Psychology Question

Psychology research: refine the question, fetch studies, and show named claims before the verdict. Applies evidence and claims checks; spends one solve.

Parametersquestionrequired

ecca_learning

Check a Learning Question

Learning and study skills: refine the question, fetch studies, and show named claims before the verdict. Applies evidence and claims checks; spends one solve.

Parametersquestionrequired

ecca_nutrition

Check a Nutrition Question

Nutrition and supplements: refine the question, fetch studies, and show named claims before the verdict. Applies evidence and claims checks; spends one solve.

Parametersquestionrequired

ecca_money

Check a Money Question

Money and business: refine the question, fetch studies, and show named claims before the verdict. Applies evidence and claims checks; spends one solve.

Parametersquestionrequired

ecca_claim_protocol_validate

Validate a Claim Protocol Document

Check one ecca.claim-protocol 1.0 document for shape: versioned, engine slots only (no vendor names), split causes from the published taxonomy, question text only with consent, seal present. Returns ok with the error list; validates shape, never the record behind it.

Parametersdocumentrequired

Version history

1
  1. v0.1.0LatestNov 5, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts
  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts