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title: Mithril
emoji: 🛡️
colorFrom: indigo
colorTo: gray
sdk: static
pinned: false

Mithril — `com-kotobalabs`

Empower those who protect. / 守る人に、力を。

Open-weight models of Mithril — specialized LLM inference for verified white-hat researchers.

Mithril (formerly Kotoba Cloud) is operated by Kotoba Labs Inc. The handle com-kotobalabs is unchanged, so existing model IDs keep working.

このページは Mithril（旧 Kotoba Cloud）のオープンウェイトモデルを公開する organization です。運営は Kotoba Labs Inc. です。

Purpose

Defensive by intent. Models help auditors and white-hat researchers review code, validate vulnerabilities, and prepare fixes.
Honest, reproducible builds. Every model documents what changed, the method, the base model, and the serving footprint.
Hardware-real optimization. Weights are quantized to what the target GPU actually runs — e.g. NVFP4 for NVIDIA RTX PRO 6000.

Mithril research platform

mithril.fund is where these weights are put to work. Identity-verified researchers walk a fixed workflow — INVESTIGATE → VALIDATE → REMEDIATE — from reviewing authorized code to a responsible-disclosure fix.

Access: Passkey + post-quantum (ML-DSA-65) auth, Stripe Identity eKYC, AML/CTF screening, per-engagement scope confirmation.
Free research allowance: 1,000 requests/day, up to 32,768 output tokens per request. Beyond it: plans from $20/mo or prepaid AI credits from $10.
Supply chain: signed releases (Ed25519 + ML-DSA-65), distributed over content-addressed IPFS/CID.

📚 Open data — knowledge.mithril.fund

A free public catalog of security datasets, served from the edge. No account, no key. Every file is CORS-open and supports HTTP Range, so duckdb and pandas read it directly.

NVD CVE 2.0 full history (1999–today) as yearly Parquet, with CVSS 4.0/3.1/3.0/2.0, CWE and CPE counts — daily.
CISA KEV and FIRST EPSS exploit-probability scores — daily.
MITRE CWE (weekly) and MITRE ATT&CK Enterprise STIX bundle (weekly).
Row counts, byte sizes and sha256 are published in index.json and per-dataset manifest.json.

SELECT id, cvss31_sev
FROM read_parquet(
  'https://knowledge.mithril.fund/nvd/parquet/nvd_cve_*.parquet')
WHERE cvss31_score >= 9.0;

🗂️ Graph & Ontology database — graph.mithril.fund

The Knowledge Graph & Ontology database of Mithril (formerly the Kotobase graph plane). Tenant-isolated graphs of datoms over immutable IPLD snapshots; content identity is a CID.

Query languages: Datalog (Datomic-shaped EDN), Cypher, SPARQL, Gremlin bytecode, and bounded read-only SQL.
Ontology: every entity is tagged with an ontology type; the workbench inspects observed attributes and types.
For agents: an MCP server at graph.mithril.fund/mcp, and an HTTP API at api.mithril.fund/v1/database. Writes need an explicit Biscuit capability, not just a session cookie.
Start free, no credit card: create a workspace and open a database right away.

🧪 App Studio — app.mithril.fund

Build and deploy bounded ontology applications: author a typed Mithril Form, then run one finite agent loop — OWL inference → SPARQL selection → SHACL validation → compile → conformance test → content-addressed deploy.

Mithril — com-kotobalabs