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Knowing

blackwell-systems/knowing

A content-addressed code graph that treats relationships as cryptographically verifiable facts. The 28 MCP tools cover ranked context retrieval (context_for_task packs symbols to your token budget using graph centrality and 263 framework equivalence classes), blast radius analysis across callers and tests, and Merkle proof generation for audit trails. Built for agents that need precision over grep, with implicit feedback that demotes unused symbols and auto-expires when code changes. The CLI supports snapshot chains tied to git commits, supply chain scanning for credential access patterns, and offline proof verification. Install via brew, npm, pip, or go, point it at a repo, and the MCP server auto-indexes on launch. No API keys, no model downloads, gets smarter with use.

GitHub stars
24
tools
28
transport
STDIO
last updated
Sep 23, 2026

Tools

28 tools

Public tool metadata for what this MCP can expose to an agent.

index_repoBuild and inspect the graph

Build and inspect the graph

No parameter schema in public metadata yet.

graph_queryBuild and inspect the graph

Build and inspect the graph

No parameter schema in public metadata yet.

repo_graphBuild and inspect the graph

Build and inspect the graph

No parameter schema in public metadata yet.

cross_repo_callersUnderstand impact and paths

Understand impact and paths

No parameter schema in public metadata yet.

blast_radiusUnderstand impact and paths

Understand impact and paths

No parameter schema in public metadata yet.

trace_dataflowUnderstand impact and paths

Understand impact and paths

No parameter schema in public metadata yet.

flow_betweenUnderstand impact and paths

Understand impact and paths

No parameter schema in public metadata yet.

snapshot_diffCompare graph states and review changes

Compare graph states and review changes

No parameter schema in public metadata yet.

semantic_diffCompare graph states and review changes

Compare graph states and review changes

No parameter schema in public metadata yet.

pr_impactCompare graph states and review changes

Compare graph states and review changes

No parameter schema in public metadata yet.

stale_edgesCompare graph states and review changes

Compare graph states and review changes

No parameter schema in public metadata yet.

runtime_trafficQuery runtime-observed relationships

Query runtime-observed relationships

No parameter schema in public metadata yet.

dead_routesQuery runtime-observed relationships

Query runtime-observed relationships

No parameter schema in public metadata yet.

trace_statsQuery runtime-observed relationships

Query runtime-observed relationships

No parameter schema in public metadata yet.

context_for_taskRanked context for agents

Ranked context for agents

No parameter schema in public metadata yet.

context_for_filesRanked context for agents

Ranked context for agents

No parameter schema in public metadata yet.

context_for_prRanked context for agents

Ranked context for agents

No parameter schema in public metadata yet.

explain_symbolRanked context for agents

Ranked context for agents

No parameter schema in public metadata yet.

ownershipRoute work, query code owners/authors, select tests, improve ranking

Route work, query code owners/authors, select tests, improve ranking

No parameter schema in public metadata yet.

ownership_queryRoute work, query code owners/authors, select tests, improve ranking

Route work, query code owners/authors, select tests, improve ranking

No parameter schema in public metadata yet.

test_scopeRoute work, query code owners/authors, select tests, improve ranking

Route work, query code owners/authors, select tests, improve ranking

No parameter schema in public metadata yet.

communitiesRoute work, query code owners/authors, select tests, improve ranking

Route work, query code owners/authors, select tests, improve ranking

No parameter schema in public metadata yet.

plan_turnRoute work, query code owners/authors, select tests, improve ranking

Route work, query code owners/authors, select tests, improve ranking

No parameter schema in public metadata yet.

feedbackRoute work, query code owners/authors, select tests, improve ranking

Route work, query code owners/authors, select tests, improve ranking

No parameter schema in public metadata yet.

proveCryptographic proofs, absence proofs, integrity verification

Cryptographic proofs, absence proofs, integrity verification

No parameter schema in public metadata yet.

prove_absentCryptographic proofs, absence proofs, integrity verification

Cryptographic proofs, absence proofs, integrity verification

No parameter schema in public metadata yet.

fsckCryptographic proofs, absence proofs, integrity verification

Cryptographic proofs, absence proofs, integrity verification

No parameter schema in public metadata yet.

untrack_repoEvict all data for a repository (nodes, edges, files, snapshots, feedback, task memory, graph notes)

Evict all data for a repository (nodes, edges, files, snapshots, feedback, task memory, graph notes)

No parameter schema in public metadata yet.

Sponsors

Readme

Details

Repository
github.com/blackwell-systems/knowing
Package
@blackwell-systems/knowing
Transport
STDIO
Registry
MCP registry, active