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  3. CHAP Coordinator
CHAP Coordinator logo
Health: ActiveRecent health check succeeded.Last checked 10/4/2026, 7:46:20 AM

CHAP Coordinator

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View Repository104 GitHub StarsTotal stargazers on GitHub for the source repository (104 stars).Visit Website
human-in-the-loopauditagent-workflowsmcpdeveloper-tools

Records agent drafts, human approvals, edits, overrides, and escalations in a hash-linked audit chain.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

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We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "chap-coordinator": {
      "command": "uvx",
      "args": [
        "chap-analytics"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing Alternatives💻 More in Developer Tools

Overview

CHAP Coordinator MCP server records accountable work between human reviewers and AI agents. It organizes work into workspaces with participants, tasks, artefacts, reviews, decisions, and hash-linked audit records. Use it when approvals or edits need structured rationale, diffs, tags, and later replay instead of scattered application logs and conversations. The coordinator can persist data in SQLite and supports TypeScript and Python usage.

Use cases

•Record human overrides on AI-generated code reviews
•Track approvals and edits for agent-produced work
•Replay hash-linked decisions during incident investigation
•Collect tagged reviewer corrections for supervision analysis

Key features

•Workspace and participant registration
•Task, artefact, and review tracking
•Structured overrides with diffs and rationale
•Hash-linked audit history
•SQLite persistence for TypeScript and Python
•Optional signing and transparency profiles

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by CHAP Coordinator.

Extracted Tool Capabilities
Workspace and participant registration
Task, artefact, and review tracking
Structured overrides with diffs and rationale
Hash-linked audit history
SQLite persistence for TypeScript and Python
Optional signing and transparency profiles

How CHAP Coordinator works

What CHAP Coordinator MCP server does

CHAP Coordinator MCP server provides a structured record for work shared by AI agents and human participants. It treats an agent’s output as an artefact, then records the human response as an approval, edit, override, rejection, handoff, or escalation where applicable. The resulting history is intended to show what was produced, who acted on it, and why.

Work is grouped into named workspaces. A workspace can contain protocol profiles such as core/1.0 and review/1.0, along with human and agent participants. Tasks identify the work being performed, while review requests connect an artefact to the person or participant expected to assess it.

Overrides can preserve the original intent while recording a structured diff, rationale, and controlled tags. This makes reviewer changes usable as supervision or analysis data rather than leaving them only in chat messages or ticket comments.

How it works

The coordinator follows a sequence that can begin with workspace creation and participant registration. An agent then creates a task, completes it with an output, and submits that output for review. A human can record a decision against the task, including a JSON-style change description and an explanation.

CHAP Coordinator MCP server links the resulting envelopes with content hashes and prev_hash references. An audit read can replay the connected history as one chain, which helps reconstruct a decision after ordinary logs expire, systems change, or the original conversation is difficult to find. The README also describes optional profiles for Ed25519 signing, OIDC-bound identity, and external transparency-log anchoring, but does not provide their configuration details here.

The protocol is designed to sit alongside MCP and A2A: MCP handles tool access, A2A handles communication between agents, and CHAP records shared work involving people.

Setup and configuration

The repository provides packages for both TypeScript and Python. In TypeScript, instantiate Coordinator with a SqliteStore pointing to a database path such as ./chap.db. The Python example uses the same coordinator concept and SQLite persistence, dispatching JSON-RPC requests through the coordinator.

A typical setup creates a workspace, registers a human participant and an agent participant, and selects the profiles needed by that workspace. The examples identify participants with values such as human:me@local and agent:cursor#v1. The supplied material does not specify environment variables, MCP client configuration blocks, network settings, or authentication settings.

Tools and capabilities

CHAP Coordinator MCP server exposes coordinator operations corresponding to the documented API methods:

  • workspace.create creates a workspace and assigns profiles.
  • participant.join adds a human or agent participant.
  • task.create starts a unit of work and returns a task identifier.
  • task.complete attaches an agent’s output to a task.
  • review.request sends an artefact to a reviewer.
  • decide.override records a structured human change, rationale, and tags.
  • audit.read retrieves the linked audit history.

The examples show the same workflow through TypeScript methods and Python JSON-RPC dispatch. The project describes conformance vectors as passing and publishes both PyPI and npm packages, but the provided material does not define a complete MCP tool schema.

Limitations and notes

The supplied documentation does not state which MCP transport the coordinator uses, list a full set of MCP tool names, or describe a hosted deployment. It also does not document retention, concurrency, access-control, or database migration behavior. Treat the SQLite examples as embedded persistence guidance rather than evidence of production-database support.

The code is licensed under Apache 2.0, while the protocol specification is marked CC BY 4.0. These are separate licensing terms, so check the repository license when distributing implementations or derived protocol documentation.

Read the full README →View source on GitHub →

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars
104
Stargazers on the source repository.
Last commit
7d ago
Most recent push to the default branch.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about CHAP Coordinator

CHAP Coordinator is an MCP server that connects human reviewers and AI agents through structured work records. Its main tools create workspaces, register participants, create and complete tasks, request reviews, record overrides, and read hash-linked audit histories. It supports accountable approval and editing workflows alongside MCP and A2A.

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Technical Specs & Signals

Category💻Developer Tools
More technical detailsExpand ▾
TransportSTDIO
RuntimePython
LicenseApache-2.0
ClientsClaude Desktop, Cursor
Last updatedOct 6, 2026
8/8 checks healthy over the last 45d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars104
GitHub Star CountTotal stargazers on GitHub representing community popularity (104 stars).
Last commit7d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Oct 2, 2026
45Quality signal: Fair · 45/100How this signal is calculated ▾
Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity8/15
Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 5d ago via OSV.dev · chap-analytics (PyPI)

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