Atomadic Forge

io.github.atomadictechPublished by GitHub account atomadictechv0.87.0Updated Nov 1, 2026

Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.

The publisher's own server: Atomadic MCP

VerifiedStreamable HTTPWeb executableFinance Security & Monitoring AI & ML

Server details

Identifier: io.github.atomadictech/atomadic-forge
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 16, 2026

Security note

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Overview

AI-generated overview

Atomadic Forge is a remote or local MCP server offering 68 tools for agent orchestration, compliance certificates, DeFi risk checks, escrow and model…

What you can do: Initialize a control surface and get setup guidance, a demo and bootstrap instructions
Register agents, plan goals, classify intent, score reputation, map swarm topology and diff or compare agent outputs
Run compliance gates and certificates: GDPR/CCPA checks, EU AI Act, explainability, fairness, transparency, data lineage, oversight logging and incident reporting
Assess DeFi positions: contract audits, bridge and oracle verification, liquidation and risk scoring, yield and LP optimization
Create, dispute and release agent-to-agent escrow
Verify model submissions, badges, leaderboards and quarantine, plus drift certificates and entropy oracle queries
When to use it: Worth considering when you want an assistant to run agent-swarm coordination, produce compliance or audit-style certificates, or evaluate DeFi and model-submission risk from one endpoint. Most users will not need the full breadth; check that the specific tool group matches your task.
Requirements: Can be used as a remote endpoint at the provider's host or installed locally from the PyPI package atomadic-forge and run with the forge command, which implies a Python environment. No authentication, environment variables or headers are declared; the first tool is described as free and needing no key, while other tools may have their own access conditions.

Before you install

The escrow tools create, dispute and release funds, and the DeFi tools touch financial positions, so real money may be involved. Compliance, fairness, audit and verification outputs are certificates produced by this service, not independent legal or security assurance. No authentication is declared, so check how access and any paid tiers are actually gated before relying on it.

Installation

In SourceWeft

Open Atomadic Forge in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.atomadictech%2Fatomadic-forge/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "atomadic-forge": {
      "type": "http",
      "url": "https://forge.atomadic.tech/mcp"
    }
  }
}

README

This repository has no README.

Tools

murmuration

Murmuration

START HERE (free, no key). Initialize your Atomadic control surface in one call: returns a verbose, step-by-step setup (SDK install, MCP connect, your unlocked tools), a RUNNABLE polyglot demo that proves the superpowers, recon links, and a one-command bootstrap. Idempotent — re-call anytime to re-check.

Parametersagent_id

agents_contradiction

Agents Contradiction

[agents] Detect contradictions between two free-text agent outputs (natural-language claim drift). For structured key/value claims that must agree, use detect_contradiction instead.

Parametersstatementsrequired

agents_intent_classify

Agents Intent Classify

[agents] Agent intent classification

Parameterstextrequired

agents_plan

Agents Plan

[agents] Autonomous agent goal planning

Parametersgoalrequiredconstraints

agents_register

Agents Register

[agents] Register an agent

Parametersagent_idrequiredcapabilitiesrequired

agents_reputation

Agents Reputation

[agents] Agent reputation and trust score

Parametersagent_idrequired

agents_semantic_diff

Agents Semantic Diff

[agents] Semantic diff between two free-text agent outputs (meaning-level change, not text-level). Use forge_verify for build artifacts and drift_check for certified operational drift.

Parameterscontextoutput_arequiredoutput_brequired

agents_topology

Agents Topology

[agents] Live swarm topology

Takes no parameters.

compliance_check

Compliance Check

[security] GDPR/CCPA compliance gate

Parametersdata_typerequiredoperationrequiredjurisdictionrequired

compliance_eu_ai_act

Compliance Eu Ai Act

[security] EU AI Act compliance certificate

Parameterssystem_idrequiredrisk_categoryrequiredintended_purposerequired

compliance_explain

Compliance Explain

[security] Explainability certificate (XPL-100-ExplainBound)

Parametersmodel_idrequireddecision_idrequiredsubject_contextrequired

compliance_fairness

Compliance Fairness

[security] Fairness proof (FNS-100-FairnessBound)

Parametersmetricrequiredmodel_idrequireddataset_idrequiredprotected_attrsrequired

compliance_incident

Compliance Incident

[security] Report compliance incident

Parametersseverityrequiredsystem_idrequireddescriptionrequiredaffected_usersrequired

compliance_incidents

Compliance Incidents

[security] Incident registry

Parameterssystem_idrequired

compliance_lineage

Compliance Lineage

[security] Data lineage (LIN-100-ChainIntegrity)

Parametersmodel_idrequireddataset_stagesrequired

compliance_oversight

Compliance Oversight

[security] Log oversight event

Parametersnotesrequireddecisionrequiredsystem_idrequiredreviewer_idrequired

compliance_oversight_history

Compliance Oversight History

[security] Oversight history

Parameterssystem_idrequired

compliance_transparency

Compliance Transparency

[security] Transparency report

Parametersperiodrequiredincluderequiredsystem_idrequired

defi_bridge_verify

Defi Bridge Verify

[defi] Bridge Proof (BRP-100-BridgeIntegrity)

Parameterstokenrequiredamountrequiredbridge_idrequireddest_chainrequiredsource_chainrequired

defi_contract_audit

Defi Contract Audit

[defi] Contract Verify (CVR-100-AuditBound)

Parameterscontract_idrequiredcontract_typerequired

defi_liquidation_check

Defi Liquidation Check

[defi] Liquid Shield (LQS-100-LiquidationBound)

Parametersdebt_valuerequiredposition_idrequiredcollateral_valuerequiredcollateral_factorrequired

defi_optimize

Defi Optimize

[defi] LP parameter optimization (DFP-100-OptimalTick)

Parameterspositionrequiredprotocolrequiredrisk_tolerancerequired

defi_oracle_verify

Defi Oracle Verify

[defi] Oracle guard (OGD-100-ManipulationBound)

Parametersassetrequiredprice_feedrequiredtvl_at_riskrequiredoracle_addressrequiredreference_pricerequired

defi_risk_score

Defi Risk Score

[defi] DeFi risk scoring (DFI-101-RiskScoreBound)

Parameterspositionrequiredprotocolrequiredmarket_conditionsrequired

defi_yield_optimize

Defi Yield Optimize

[defi] Yield Oracle (YLD-100-YieldConvergence)

Parametersprincipal_usdrequiredrisk_tolerancerequired

drift_certificate

Drift Certificate

[trust] Drift certificate

Parametersidrequired

drift_check

Drift Check

[trust] DriftGuard check (DRG-100-DriftBound)

Parametersmodel_idrequiredcurrent_windowrequiredreference_windowrequired

escrow_create

Escrow Create

[defi] Create agent-to-agent escrow

Parametersamountrequiredcurrencyrequiredpayee_idrequiredpayer_idrequiredconditions

escrow_dispute

Escrow Dispute

[defi] Open escrow dispute

Parametersreasonrequiredevidenceescrow_idrequired

escrow_release

Escrow Release

[defi] Release escrowed funds

Parametersescrow_idrequired

forge_badge

Forge Badge

[fuse] Model quality badge

Parametersmodelrequired

forge_delta_submit

Forge Delta Submit

[fuse] Submit a model delta

Parametersdeltarequiredmodel_idrequireddescription

forge_leaderboard

Forge Leaderboard

[fuse] Model leaderboard

Takes no parameters.

forge_quarantine

Forge Quarantine

[fuse] Quarantined models

Takes no parameters.

forge_verify

Forge Verify

[fuse] Verify a model submission

Parametersmodel_idrequiredverification_type

identity_sybil_check

Identity Sybil Check

[identity] Sybil-resistance check

Takes no parameters.

identity_verify

Identity Verify

[identity] Topological identity verification

Parametersagent_idrequired

inference

Inference

[inference] Chat inference with hallucination guard

Parametersmessagesrequired

inference_stream

Inference Stream

[inference] Streaming inference with chain-of-thought

Parametersmessagesrequired

oracle_entropy

Oracle Entropy

[trust] Entropy epoch oracle

Takes no parameters.

oracle_hallucination

Oracle Hallucination

[trust] Hallucination oracle

Parametersclaimrequiredcontext

rag_augment

Rag Augment

[inference] Trusted RAG augmentation

Takes no parameters.

ratchet_advance

Ratchet Advance

[identity] RatchetGate â€” advance session

Parameterssession_idrequired

ratchet_probe

Ratchet Probe

[identity] RatchetGate â€” health probe

Takes no parameters.

ratchet_register

Ratchet Register

[identity] RatchetGate â€” register session

Parameterssession_idrequired

reputation_record

Reputation Record

[agents] Record agent interaction

Parametersoutcomerequiredagent_idrequiredcounterparty_idinteraction_typerequired

rng_quantum

Rng Quantum

[inference] Quantum random number with proof

Takes no parameters.

rng_verify

Rng Verify

[inference] Verify current epoch random value

Takes no parameters.

security_zero_day

Security Zero Day

[security] Zero-day threat assessment

Parameterstargetrequiredcontext

sla_register

Sla Register

[agents] Register an SLA

Parameterstermsrequiredconsumer_idrequiredprovider_idrequired

sla_report

Sla Report

[agents] Report SLA violation

Parameterssla_idrequireddescriptionviolation_typerequired

swarm_inbox

Swarm Inbox

[agents] Poll swarm inbox

Takes no parameters.

swarm_relay

Swarm Relay

[agents] Relay message through swarm

Parametersttlmessagerequiredtarget_agent_idrequired

text_keywords

Text Keywords

[inference] Keyword extraction

Parameterstextrequiredmax_keywords

text_sentiment

Text Sentiment

[inference] Sentiment analysis

Parameterstextrequired

text_summarize

Text Summarize

[inference] Text summarization

Parameterstextrequired

threat_score

Threat Score

[security] Multi-vector threat score

Parameterscontextagent_idrequired

trust_decay

Trust Decay

[trust] Current trust ceiling value

Takes no parameters.

trust_history

Trust History

[trust] Trust score history

Parametersagent_idrequired

trust_score

Trust Score

[trust] Bounded trust score

Parametersagent_idrequired

audit_work_claim

Audit Work Claim

[Ledger product, entitlement: ledger] Recompute-audit an agent work claim: re-derive a deterministic SHA-256 digest from the claimed inputs and check it against the claimed digest. Returns GREEN (matches), RED (tampered), or UNVERIFIED (no claim supplied). Replay, not opinion. 3 free calls/day, then entitlement 'ledger'.

Parametersinputsrequiredclaimed_digest

verify_settlement

Verify Settlement

[Ledger product, entitlement: ledger] Proof-gated settlement: recompute the work digest and authorize a payout only if the claimed digest verifies GREEN. No proof, no payout. 3 free calls/day, then entitlement 'ledger'.

Parametersinputsrequiredclaimed_digest

receipt_reputation

Receipt Reputation

[Ledger product, entitlement: ledger] Compute an agent's reputation from a ledger of verifiable receipts (verified minus refuted), deterministically - not from vibes or LLM judgment. 3 free calls/day, then entitlement 'ledger'.

Parametersreceiptsrequired

detect_contradiction

Detect Contradiction

[Ledger product, entitlement: ledger] Detect contradictions across structured claims: the same key asserted with conflicting values flips RED, otherwise GREEN. Deterministic and recomputable. Use agents_contradiction instead when comparing free-text agent prose. 3 free calls/day, then entitlement 'ledger'.

Parametersclaimsrequired

enforce_sla

Enforce Sla

[Ledger product, entitlement: ledger] Enforce an SLA/obligation by recomputation: the obligation is met only if the work verifies GREEN against its claimed digest. 3 free calls/day, then entitlement 'ledger'.

Parametersinputsrequiredobligationclaimed_digest

route_capability

Route Capability

[Ledger product, entitlement: ledger] Route a natural-language intent to a deterministic capability/pipeline coordinate. 3 free calls/day, then entitlement 'ledger'.

Parametersintentrequired

render_polyglot_roundtrip_pure

Render Polyglot Roundtrip Pure

[Fuse product · entitlement: fuse · FREE_R2_DEMO] Syntax-as-Data polyglot render head: source -> language-neutral logic IR -> source in target language. Canonical demo examples baked to R2 (4 examples × 12 languages). Live emit of novel inputs via the SDK.

Parameterslanguageatom_namerequiredsource_textrequired

render_polyglot_all_pure

Render Polyglot All Pure

[Fuse product · entitlement: fuse · FREE_R2_DEMO] Polyglot emit to all 7 supported targets in one call. Returns {ok, ir, results, languages}. Canonical demo examples baked to R2; novel inputs via SDK.

Parametersatom_namerequiredsource_textrequired

Version history

v0.87.0LatestSep 16, 2026

Score

75% of the applicable checks met

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