markovian-mcp
OfficialStamp, verify, and trace AI outputs to prove their provenance via Bitcoin-anchored, tamper-evident commitments.
markovian_stamp(content): Canonicalize JSON (RFC 8785/JCS) or verbatim text, compute a SHA-256 hash, and anchor the resultingcanonical_rootto Bitcoin. The raw data is never stored—only the commitment is sent to the chain. Lineage links (e.g.,derived_from) can be embedded in the committed content.markovian_verify(content, canonical_root): Recompute the hash of provided content and compare it against a previously stampedcanonical_root. Confirms the content existed at commitment time and has not been altered. A single byte change will cause the check to fail.markovian_trace(receipts_json): Walk a lineage of stamps by accepting a JSON array of receipts (each with arootand optionalderived_from). Returns an ordered chain from a given head back to the origin, enabling full tracing of data and model provenance.Public verification: Anyone can independently verify a stamp via a public HTTP endpoint (e.g.,
https://api.markovianprotocol.com/verify/<merkle_root>) without trusting the server or operator.
Provides tools to compute and verify canonical roots of AI outputs, anchored to Bitcoin for independent provenance verification.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@markovian-mcpstamp the latest AI summary"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
markovian-mcp
Bitcoin-anchored, independently verifiable provenance for AI outputs, exposed as MCP tools.
Trust the emitter? No. Prove the emitter. Commit an output to the Markovian chain the moment it is produced, and anyone can later confirm it existed then and has not been altered since, without trusting you, us, or any operator.
A stamp proves provenance, not truth. It proves the data was committed at a time. It does not assert the data is correct.
Two doors, one server
This package is the stdio door. The hosted HTTP door is the same server, with the same tool names, the same parameters and the same returned objects:
https://api.markovianprotocol.com/mcp/Code written against one works unchanged against the other. Pick a transport, not a semantics. (The trailing slash matters: /mcp returns a redirect that some clients will not follow.)
Related MCP server: @unfakable/mcp
Tools
markovian_stamp(data, wallet?, label?, derived_from?)— commitdatato the Markovian chain and get back a verifiable, tamper-evident stamp (markovian-provenance/v1). Only the SHA-256 of your data is sent; the raw data is never stored. No wallet or account is needed, the first stamp just works. The returnedmerkle_rootis the handle.markovian_verify(merkle_root)— check a stamp against the public verifier. No key, no account. An unknown or edited root returnsverified: false. Anyone can run it, including a party who does not trust the stamper.markovian_trace(merkle_root)— walk a stamp'sderived_fromlineage. Returns a map of the graph, not a verdict: every node carrieshash_bindsandanchored, every edge carriesedge_verified, andvalidis true only if all of them check out.
Lineage links are bound inside the committed bytes, so an edge cannot be added or removed after the fact without changing the root.
Install
pip install markovian-mcpConfigure (Claude Desktop / Cursor / Claude Code)
Local, over stdio:
{
"mcpServers": {
"markovian": {
"command": "markovian-mcp"
}
}
}Or point at the hosted server instead, with no install:
{
"mcpServers": {
"markovian": {
"url": "https://api.markovianprotocol.com/mcp/"
}
}
}Verify without trusting us
Verification is a plain public GET. Nothing in it depends on this package, this server, or our good behaviour:
curl https://api.markovianprotocol.com/verify/<merkle_root>Change one byte of the stamped data and the root no longer matches. That is the whole guarantee, and it is checkable by someone who thinks we are lying.
More at markovianprotocol.com.
Changelog
0.2.0 — breaking. The tools now speak to the live chain and match the hosted
server exactly. Previously this package shipped local-only hash helpers whose
names collided with the hosted server's but whose signatures and semantics did
not (markovian_stamp(content) returning a locally computed digest, versus
markovian_stamp(data) returning a chain commitment). An agent could not move
between the two. There is now one set of tools with one meaning. The old
canonicalization field also claimed RFC 8785 (JCS) while implementing sorted-key
json.dumps, which is not JCS; that claim is gone rather than restated.
Apache-2.0.
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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