Heddle

The policy-and-trust layer for MCP tool servers.

Heddle turns declarative configs into Model Context Protocol servers
with trust enforcement, credential brokering, and tamper-evident audit logging built in.

See It Work · Why Heddle · Current Status · Security · Quick Start

See It Work

One config, one MCP server. This YAML is a complete tool server — no Python, no boilerplate:

agent:
  name: prometheus-bridge
  version: "1.0.0"
  description: "Bridges Prometheus for natural language metric queries"
  exposes:
    - name: query_prometheus
      description: "Run a PromQL query"
      parameters:
        query: { type: string, required: true }
    - name: get_alerts
      description: "List active Prometheus alerts"
  http_bridge:
    - tool_name: query_prometheus
      method: GET
      url: "http://localhost:9090/api/v1/query"
      query_params: { query: query }
    - tool_name: get_alerts
      method: GET
      url: "http://localhost:9090/api/v1/alerts"
  runtime:
    trust_tier: 1  # enforced: GET/HEAD only, no writes, no cross-agent calls

Run it:

heddle run agents/prometheus-bridge.yaml

Claude can now query Prometheus in natural language.

Current demo environment: 46 tools from 9 active configs through a single MCP connection (11 configs total, 2 excluded for incompatible transports).

daily-ops        (T3): daily_briefing, system_health_check, threat_landscape
gitea-api-bridge (T1): list_user_repos, list_repo_issues
grafana-bridge   (T1): list_dashboards, get_dashboard, list_datasources, get_alert_rules, grafana_health
ai-platform      (T1): health, ai_status, routing_stats, routing_costs, list_apps, detect_drift, ...
ollama-bridge    (T2): list_models, list_running, generate, show_model
prometheus-bridge(T1): query_prometheus, query_range, get_targets, get_alerts, get_metric_names
rsshub-bridge    (T1): get_hacker_news, get_github_trending, search_arxiv, get_reuters_news
vram-orchestrator(T3): vram_status, smart_load, smart_generate, optimize_vram, unload_model, model_library
intel-rag-bridge (T2): ask_intel, get_dossier, get_trending, get_patterns, get_communities, get_stats, ...

Security is always on. Every tool call passes through trust enforcement, credential brokering, and audit logging.

Example: a T1 (read-only) agent attempted a POST and was blocked:

{
  "event": "trust_violation",
  "agent": "reader",
  "trust_tier": 1,
  "action": "http_POST",
  "detail": "T1 agent cannot use POST. Allowed: ['GET', 'HEAD', 'OPTIONS']",
  "severity": "high",
  "chain_hash": "92c189e3..."
}

The request was rejected, the violation was logged, and the hash chain links this entry to every event before and after it.

Why Heddle Instead Of...

	Heddle	Hand-written FastMCP	OpenAPI wrapper gen	n8n / workflow tools
New tool	Write YAML, done	Write Python handler per tool	Generate stubs, then customize	Drag nodes, wire connections
Security	Trust tiers, credential broker, input validation, config signing, anomaly detection — all built in	You build it yourself	None	Platform-level auth only
Isolation	Docker sandboxing: `--cap-drop=ALL`, read-only root, pids limit, image digest pinning, watchdog	Process-level only	None	None
AI-generatable	`heddle generate "wrap the Gitea API"` → valid config in 20s	LLM can write code but can't validate it	Not designed for LLM generation	Visual-only, not scriptable
Credentials	`{{secret:key}}` resolved at runtime, never in config	Hardcoded or env vars	Hardcoded or env vars	Platform credential store
Audit trail	Hash-chained, tamper-evident, anomaly-flagged, every call logged	You build it yourself	None	Platform logs only
Composability	Configs become MCP tools, mesh them together	Manual wiring	Separate services	Workflow-scoped

Heddle is for exposing APIs as MCP tools with real runtime controls — not just connectivity. If you only need one tool with no policy layer, hand-written FastMCP is simpler. If you need a visual workflow builder, use n8n. Heddle sits between those worlds: declarative like a workflow tool, programmable like a framework, secure by default.

How It Works

Current Status

What Heddle can do today, what is partially implemented, and what is still planned:

Layer	Status	Detail
Config → MCP server	Shipped	YAML configs become typed MCP tools with HTTP bridging
Trust tiers (T1–T4)	Shipped	Runtime-enforced, violations blocked and logged
Credential broker	Shipped	Per-config secret policy, `{{secret:key}}` resolution
Audit logging	Shipped	Hash-chained JSON Lines, tamper-evident
Input validation	Shipped	Type checking, injection detection, rate limiting
Access mode annotations	Shipped	read/write on tools, T1 write blocked at load + runtime
Escalation rules	Shipped	Conditional hold-for-review on parameter thresholds
Config signing	Shipped	HMAC-SHA256, tamper detection
Config quarantine	Shipped	AI-generated configs staged for review
AI config generator	Shipped	Natural language → validated YAML via local LLM
Container sandboxing	Shipped	Docker-based isolation with hardening flags, image digest pinning, watchdog
Anomaly detection	Shipped	Novel tool calls, rate-limit breaches, repeated credential denials
Registry integrity	Shipped	Per-row HMAC verification, `heddle reg verify`
Network isolation	Partial	`--network=none` baseline shipped; per-host nftables enforcement planned (v0.3)

Core Features

Declarative Tool Configs

Define tools in YAML. Heddle validates the config with Pydantic, generates typed MCP tools, and bridges HTTP with {{param}} template rendering. Cross-field validation catches bad configs before they run.

AI Config Generator

Describe what you need in plain English. A local LLM generates valid YAML, Heddle validates it against schema rules, retries on failure, and saves the result.

$ heddle generate "agent that wraps the Gitea API" --model qwen3:14b
✓ Generated gitea-api-bridge.yaml (2 tools) in 20.3s

Security Architecture

Heddle's security controls map to OWASP Agentic Top 10, NIST AI RMF, and MAESTRO. See the full threat model and security controls reference.

Control	What It Does	Framework
Trust tiers	4 levels (observer → privileged), runtime-enforced, violations blocked and logged	OWASP Agentic #3
Credential broker	Per-config secret access policy, `{{secret:key}}` resolved at runtime, never stored in YAML	OWASP Agentic #7
Audit log	Hash-chained JSON Lines, tamper-evident, 5 event types, secret redaction	OWASP Agentic #9
Input validation	Type checking, length limits, injection pattern detection (shell, SQL, LLM prompt)	OWASP Agentic #1
Config signing	HMAC-SHA256 on all agent configs, tamper detection	OWASP Agentic #8
Config quarantine	AI-generated configs staged for review before promotion	OWASP Agentic #8
Rate limiting	Sliding window per-config per-tool	OWASP Agentic #4
Container sandboxing	Docker isolation: `--cap-drop=ALL`, `--no-new-privileges`, `--read-only`, pids limit, image digest pinning, watchdog timeout	OWASP Agentic #6
Anomaly detection	Flags novel tool calls, rate-limit breaches, repeated credential denials via audit observer	OWASP Agentic #9
Registry integrity	Per-row HMAC-SHA256 on agent registry, `heddle reg verify` detects tampering	OWASP Agentic #8
Escalation rules	Conditional hold-for-review when parameters match thresholds or patterns	OWASP Agentic #3

Starter Packs

Ready-made configs for common services. Copy one into agents/, update the base URL or credentials, validate, and run. See packs/ for full docs.

Pack	Tools	Trust	Description
prometheus	5	T1 read-only	PromQL queries, targets, alerts, metric discovery
grafana	5	T1 read-only	Dashboards, datasources, alert rules
git-forge	3	T1 read-only	Repos, issues (Gitea/GitHub/Forgejo)
ollama	4	T2 worker	Model listing, text generation, VRAM status
sonarr	6	T1 read-only	TV library, download queue, search, calendar, history
radarr	6	T1 read-only	Movie library, download queue, search, calendar, history

cp packs/prometheus.yaml agents/
heddle validate agents/prometheus.yaml
heddle run agents/prometheus.yaml --port 8200

Advanced Examples

These show Heddle beyond simple API bridging.

Tool Mesh

Multiple configs share a single MCP connection to Claude Desktop. The mesh launcher loads all configs, merges tools, and serves them through one stdio transport.

VRAM Orchestrator

A higher-trust agent that manages GPU memory across Ollama and a local GGUF model library, including smart loading and automatic eviction when VRAM is constrained.

Daily Ops Orchestrator

An orchestration agent that queries Prometheus, a RAG search API, and Ollama in parallel, then synthesizes a daily operations briefing with a local model.

Web Dashboard

A FastAPI + React dashboard for mesh topology, agent status, live audit stream, credential policy, and config signatures.

Quick Start

Clone and install

git clone https://github.com/goweft/heddle.git
cd heddle
python -m venv venv
source venv/bin/activate
pip install -e ".[dev]"

Validate and run a config

heddle validate agents/prometheus-bridge.yaml
heddle run agents/prometheus-bridge.yaml --port 8200

Generate a new config

heddle generate "agent that wraps the weather API at localhost:5000"

Run the full mesh

heddle mesh agents/

Security operations

heddle audit show -n 20
heddle audit verify
heddle sign all agents/
heddle sign verify agents/
heddle secrets policy
heddle sandbox agents/my-agent.yaml

Audit log lifecycle

Heddle's audit log at ~/.heddle/audit/audit.jsonl is a hash-chained JSONL file: every entry includes the SHA-256 of the previous entry, so a single tampered or missing line invalidates the chain from that point on. heddle audit verify walks the chain and exits non-zero on the first break.

Policy: rotate-on-break, not tolerate-and-document. A hash chain is either whole or it is broken; there is no useful middle ground. If heddle audit verify reports a break, the chain is sealed and a fresh one is started — the broken file is preserved as raw event data but is no longer the active chain. We do not carry a "known break, please ignore" exception forward, because each such exception weakens what verify is claiming and forces every consumer (CI, anomaly detection, future auditors) to special-case it.

When you'd rotate:

heddle audit verify reports a break (most commonly from concurrent writers without file locking — fixed for new entries by commit a50e203, but historical breaks pre-dating that fix remain).
The active log has grown unwieldy (hundreds of MB) and you want an archive cut at a known-good boundary.
You're cutting a release and want a clean baseline chain for the next development cycle.

Manual rotation procedure (until heddle audit rotate lands; see below):

# 1. Stop the broker so no writer is active
systemctl --user stop heddle-dashboard.service   # or just kill heddle-mesh / dashboard

# 2. Capture a seal record alongside the file
cd ~/.heddle/audit
SEAL_DATE=$(date -u +%Y-%m-%dT%H-%M-%SZ)
sha256sum audit.jsonl > "audit-archive-${SEAL_DATE}.sha256"
wc -l audit.jsonl >> "audit-archive-${SEAL_DATE}.sha256"

# 3. Move the broken/old chain aside
mv audit.jsonl "audit-archive-${SEAL_DATE}.jsonl"

# 4. Restart the broker; the next event creates a fresh audit.jsonl
systemctl --user start heddle-dashboard.service

# 5. Verify the new chain
heddle audit verify        # should exit clean immediately

Archived chains are kept in the same directory (they're still useful as event history) but are not re-verified by heddle audit verify — that command only walks the active chain. To inspect a sealed file directly, jq -c '. | {ts, event, agent}' audit-archive-<date>.jsonl reads it as plain JSONL.

Existing 2026-03-29 break: development machines that ran the dashboard plus the test suite concurrently before the file-lock fix landed have a chain break around that date. There is no recovery path for the contiguous chain; rotating per the procedure above is the supported answer. Production-equivalent deployments (single broker writer, file locking present) should not see new breaks.

Tracked follow-up: heddle audit rotate is on the v0.2 backlog. It will (a) atomically rename the active file to a timestamped archive, (b) write a .sha256 seal alongside, and (c) seed the fresh chain with a chain_seal_predecessor event whose payload references the archive's hash so that an external auditor can chain the archives together. Until then, the manual procedure above is the documented path.

Claude Desktop Integration

To expose a unified Heddle mesh to Claude Desktop (and optionally to CAS):

{
  "mcpServers": {
    "heddle-mesh": {
      "command": "/path/to/heddle/venv/bin/heddle-mesh"
    }
  }
}

CLI Reference

Command	Description
`heddle run <config>`	Run a single agent from YAML
`heddle validate <config>`	Validate a config without running it
`heddle generate "<prompt>"`	Generate a config from natural language
`heddle mesh <dir>`	Start all agents as a unified mesh
`heddle list`	List registered agents
`heddle registry`	Show all registered tools
`heddle info <agent>`	Show detailed agent info
`heddle probe <server>`	Discover tools on a running MCP server
`heddle audit show`	Inspect audit log entries
`heddle audit verify`	Verify hash chain integrity
`heddle secrets`	Manage credential broker
`heddle sign`	Sign and verify configs
`heddle quarantine`	Stage AI-generated configs for review
`heddle sandbox <config>`	Show generated sandbox configuration
`heddle reg verify`	Verify HMAC integrity of all registry rows
`heddle reg resign`	Recompute HMACs for all registry rows

Project Structure

heddle/
├── agents/              # YAML agent configs
├── packs/               # Starter pack configs
├── docs/
│   ├── threat-model.md  # Threat analysis, framework-mapped
│   └── security-controls.md
├── src/heddle/
│   ├── cli.py           # CLI entrypoint
│   ├── config/          # Pydantic schema and YAML loader
│   ├── mcp/             # MCP server builder, client, registry
│   ├── runtime/         # Agent runner and mesh runtime
│   ├── generator/       # AI config generator and API discovery
│   ├── security/        # Trust, credentials, audit, validation,
│   │                    #   signing, sandbox, escalation
│   ├── agents/          # Custom higher-level handlers
│   └── web/             # Dashboard backend and frontend
├── tests/
└── pyproject.toml       # Entry points: heddle, heddle-dashboard, heddle-mesh

Tech Stack

Python 3.11+ · FastMCP · FastAPI · Pydantic v2 · httpx · Click · SQLite · Ollama

The WEFT Ecosystem

Heddle is the trust and policy layer. The rest of the stack:

Project	Language	What it does
cas	Go	Conversational Agent Shell — terminal TUI where conversation generates workspaces. Heddle adds optional trust enforcement and audit logging.
tenter	Python	Pre-publish artifact scanner — catches source maps, secrets, debug artifacts before they ship. On GitHub Marketplace.
tenter-rs	Rust	tenter v2 — static binary, no runtime required.
unshear	Rust	Fork divergence detector — reveals where safety mechanisms were stripped from a forked agent codebase.
ratine	Python	Agent memory poisoning detector.
crocking	Python	AI authorship detector for git repositories.

Heddle + CAS

CAS runs standalone. Heddle integration is optional and adds:

Trust enforcement — every tool call CAS makes passes through Heddle's tier system
Credential brokering — {{secret:key}} resolution, credentials never in config
Audit logging — hash-chained, tamper-evident record of every workspace operation

{
  "mcpServers": {
    "heddle-mesh": {
      "command": "/path/to/heddle/venv/bin/heddle-mesh"
    }
  }
}

License

MIT — see LICENSE.

Name		Name	Last commit message	Last commit date
Latest commit History 81 Commits
.github/workflows		.github/workflows
agents		agents
docs		docs
packs		packs
src/heddle		src/heddle
tests		tests
.gitignore		.gitignore
.reality-check		.reality-check
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
SECURITY.md		SECURITY.md
banner.svg		banner.svg
pyproject.toml		pyproject.toml

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Heddle

See It Work

Why Heddle Instead Of...

How It Works

Current Status

Core Features

Declarative Tool Configs

AI Config Generator

Security Architecture

Starter Packs

Advanced Examples

Tool Mesh

VRAM Orchestrator

Daily Ops Orchestrator

Web Dashboard

Quick Start

Clone and install

Validate and run a config

Generate a new config

Run the full mesh

Security operations

Audit log lifecycle

Claude Desktop Integration

CLI Reference

Project Structure

Tech Stack

The WEFT Ecosystem

Heddle + CAS

License

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