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mcp-evidence-ledger

by brianpelow

mcp-evidence-ledger

An MCP server providing an append-only, hash-chained evidence ledger for agent actions. Every record is a tamper-evident receipt cryptographically bound to all prior records, persisted as human-readable local state. Deterministic, no LLM. Agents are non-deterministic; their audit trail should not be.

CI License Python

The idea

When an autonomous agent acts, you need a record of what it did that cannot be quietly altered afterward. This is that record: an append-only ledger where each entry's hash is computed over the previous entry's hash, forming a chain. Altering any past record breaks every hash after it, so tampering is not just discouraged -- it is detectable, and the exact altered record can be named.

It runs as an MCP server, so any agent can call it as a tool. The evidence lands in a plain JSONL file you can open and read: a complete, ordered, cryptographically linked account of every action.

Related MCP server: QuantaOptima

Why it is built this way

Hash-chained, like a mini ledger. record_hash = SHA256(prev_hash + canonical_body). The chain is the integrity guarantee. See ADR 0001.

Append-only, enforced by absence. The server exposes append, read, verify -- and deliberately no update and no delete. History can be written and read, never rewritten. See ADR 0002.

Real, human-readable local state. The ledger is JSONL, one record per line, chosen over a binary store so you can cat your own audit trail. If someone edits the file directly, verify catches it -- which is the point.

Deterministic. No LLM anywhere. Hashing, chaining, and verification are pure functions of the records. Nothing here is probabilistic. An evidence ledger that could be talked out of a finding would not be evidence.

Prove it yourself

Two runnable demos write real ledgers you can inspect:

uv run python specs/demo_basic.py    # record agent actions, verify the chain
uv run python specs/demo_tamper.py   # edit a record in the file, watch verify catch it

demo_tamper.py writes a clean ledger, changes an access level from read to admin directly in the file, and shows the verifier pinpointing the tampered record. Tamper-evidence, demonstrated rather than asserted.

Run as an MCP server

uv sync --extra mcp
EVIDENCE_LEDGER_PATH=./evidence.ledger.jsonl uv run python -m ledger.server

The operator sets the ledger path via EVIDENCE_LEDGER_PATH, not the calling agent -- the agent writes evidence, it does not choose where evidence lands.

MCP tools

Tool

What it does

append_record

Record an action, receive a tamper-evident receipt hash

verify_ledger

Re-walk the chain; prove integrity or pinpoint the first break

get_record

Fetch one record by sequence

query_ledger

Filter by actor, action, target, or time range

ledger_stats

Counts, head hash, and a live integrity check

There is no update tool and no delete tool. That is deliberate.

CLI (for humans)

uv run evidence-ledger --path ./evidence.ledger.jsonl append deploy-agent deploy payments-api --details '{"version":"4.2.0"}'
uv run evidence-ledger --path ./evidence.ledger.jsonl verify
uv run evidence-ledger --path ./evidence.ledger.jsonl stats

What a record contains

The agent supplies the semantics (actor, action, target, details). The ledger owns the integrity fields (seq, timestamp, prev_hash, record_hash) -- an agent cannot forge a hash or a sequence number, because it never computes them.

Optional: a governance lens

The core is generic -- any actor, any action. An optional layer maps actions onto the governance failure taxonomy shared across the portfolio (deployment authorization, change management, data governance, and so on), so an evidence ledger can be read through a governance lens without the core depending on it.

Repo

Relationship

mcp-governance-gateway

Enforces governance on the write path; this records tamper-evident proof of what happened

ai-governance-framework

The replay imperative this ledger operationalizes

Design decisions

  • 0001 -- Records are hash-chained

  • 0002 -- The ledger is append-only; no update or delete tool exists

License

Apache 2.0

A
license - permissive license
-
quality - not tested
C
maintenance

Resources

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