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Diogenes Autonomous Microservice Gateway

REMOTE · DIOGENES-MICRO-GATEWAY.CORINTH.WORKERS.DEV

Autonomous AI microservices: 55 dynamic guardrails, contract audits & oracles via L402/x402/MPP.

61 Trust /100

Last scanned (3 hours ago)

Scores higher than 46% of remote servers

Reachable. Last reached 23 Oct 2026.

Category Crypto and Web3

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability67
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 13455 tokens (~189/item across 71 items; 71 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability check failed: schema churn in the 4 days we've observed: 15 tool removals, 0 breaking changes, 0 auth/transport breaks, 71 additions. See how to fix → Fail
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety75
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 0 of 3 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "execute_python_sandbox" implies "execute" and declares readOnlyHint instead, contradicting what its own name says it does. See how to fix → Fail
  • An AI judge read all 71 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities20
  • Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 22 Oct 26 +2
    • Stability: 0.07 → fail ▼ security
    • A breaking change shipped without a version bump: still 2.5.0 ▼ security
    • Tool “guardrail_verify” was removed ▼ security
    • Tool “agent_context_compaction_verifier” was removed ▼ security
    • Tool “agent_hallucination_auditor” was removed ▼ security
    • Tool “agent_loop_circuit_breaker” was removed ▼ security
    • Tool “agent_mcp_manifest_auditor” was removed ▼ security
    • Tool “agent_mcp_router” was removed ▼ security
    • Tool “agent_prompt_compiler” was removed ▼ security
    • Tool “agent_schema_enforcer” was removed ▼ security
    • Tool “agent_sql_guard” was removed ▼ security
    • Tool “ai_antigravity_agent” was removed ▼ security
    • Tool “ai_audio_live” was removed ▼ security
    • Tool “ai_code_gen” was removed ▼ security
    • Tool “ai_computer_use” was removed ▼ security
    • Tool “ai_deep_research” was removed ▼ security
    • Tool “ai_embeddings” was removed ▼ security
    • Tool “ai_extract” was removed ▼ security
    • Tool “ai_generate” was removed ▼ security
    • Tool “ai_grounded_maps” was removed ▼ security
    • Tool “ai_grounded_search” was removed ▼ security
    • Tool “ai_image_gen” was removed ▼ security
    • Tool “ai_music_gen” was removed ▼ security
    • Tool “ai_omni” was removed ▼ security
    • Tool “ai_robotics” was removed ▼ security
    • Tool “ai_summarize” was removed ▼ security
    • Tool “ai_tts” was removed ▼ security
    • Tool “ai_video_gen” was removed ▼ security
    • Tool “clean_data” was removed ▼ security
    • Tool “code_sandbox” was removed ▼ security
    • Tool “contract_audit” was removed ▼ security
    • Tool “crypto_address_poisoning_check” was removed ▼ security
    • Tool “crypto_bridge_quote” was removed ▼ security
    • Tool “crypto_eip712_permit_decoder” was removed ▼ security
    • Tool “crypto_utxo_consolidation_planner” was removed ▼ security
    • Tool “eve_gate_route_planner” was removed ▼ security
    • Tool “eve_killmail_threat_intel” was removed ▼ security
    • Tool “eve_move_assembly_coder” was removed ▼ security
    • Tool “eve_network_node_gj_optimizer” was removed ▼ security
    • Tool “eve_sovereignty_fuel_radar” was removed ▼ security
    • Tool “eve_ssu_market_maker” was removed ▼ security
    • Tool “eve_sui_ptb_simulator” was removed ▼ security
    • Tool “eve_turret_target_matrix” was removed ▼ security
    • Tool “eve_zklogin_character_verifier” was removed ▼ security
    • Tool “http402_challenge_verifier” was removed ▼ security
    • Tool “json_repair” was removed ▼ security
    • Tool “mcp_rugpull_diff” was removed ▼ security
    • Tool “mcp_sampling_guard” was removed ▼ security
    • Tool “mempool_fee” was removed ▼ security
    • Tool “mev_risk” was removed ▼ security
    • Tool “mpp_agent_escrow_arbiter” was removed ▼ security
    • Tool “mpp_deep_search” was removed ▼ security
    • Tool “mpp_session_infer” was removed ▼ security
    • Tool “regex_oracle” was removed ▼ security
    • Tool “scrub_pii” was removed ▼ security
    • Tool “solana_risk” was removed ▼ security
    • Tool “swap_rate” was removed ▼ security
    • Tool “tool_output_firewall” was removed ▼ security
    • Tool “web_brief” was removed ▼ security
    • Tool “x402_embeddings” was removed ▼ security
    • Tool “x402_solana_priority_fee_oracle” was removed ▼ security
    • Tool “x402_token_meta” was removed ▼ security
    • Tool “x402_whale_radar” was removed ▼ security
    • Schema quality: pass → fail ▼ functional
    • Tool coverage: 41% → 100% ▲ functional
    • First check of Tool coverage: 100 functional
    • Schema quality: fair → excellent functional
    • Destructive annotations: pass → 0 functional
    • New tool “detect_agent_action_loop” functional
    • New tool “detect_mcp_schema_rugpull” functional
    • New tool “detect_openapi_breaking_changes” functional
    • New tool “diff_agent_memory_checkpoint” functional
    • New tool “enforce_json_schema_types” functional
    • New tool “estimate_bitcoin_mempool_fees” functional
    • New tool “estimate_solana_priority_fees” functional
    • New tool “evaluate_ab_statistical_significance” functional
    • New tool “evaluate_deterministic_math” functional
    • New tool “evaluate_dex_mev_risk” functional
    • New tool “evaluate_solana_token_risk” functional
    • New tool “execute_antigravity_agent” functional
    • New tool “execute_python_sandbox” functional
    • New tool “extract_structured_json_entities” functional
    • New tool “generate_boundary_test_vectors” functional
    • New tool “generate_gemini_completion” functional
    • New tool “generate_gemini_embeddings” functional
    • New tool “generate_nano_banana_image” functional
    • New tool “generate_veo_cinematic_video” functional
    • New tool “generate_x402_vector_embeddings” functional
    • New tool “heal_malformed_json” functional
    • New tool “infer_mpp_streaming_session” functional
    • New tool “inspect_solana_token_liquidity” functional
    • New tool “isolate_stacktrace_root_cause” functional
    • New tool “operate_computer_use_agent” functional
    • New tool “plan_bitcoin_utxo_consolidation” functional
    • New tool “plan_context_token_budget” functional
    • New tool “plan_robotics_spatial_trajectory” functional
    • New tool “process_live_audio_dialogue” functional
    • New tool “prune_context_skeleton” functional
    • New tool “redact_sensitive_pii” functional
    • New tool “rerank_hybrid_rag_chunks” functional
    • New tool “route_mcp_workflow_plan” functional
    • New tool “sanitize_tool_output_stream” functional
    • New tool “scan_solana_cpi_reentrancy” functional
    • New tool “schedule_critical_path_tasks” functional
    • New tool “search_gemini_grounded_maps” functional
    • New tool “search_gemini_grounded_web” functional
    • New tool “simulate_evm_transaction_calldata” functional
    • New tool “simulate_monte_carlo_risk” functional
    • New tool “summarize_technical_document” functional
    • New tool “synthesize_gemini_speech_audio” functional
    • New tool “synthesize_python_automation_code” functional
    • New tool “synthesize_safe_regex” functional
    • New tool “synthesize_web_intelligence_brief” functional
    • New tool “track_solana_whale_flows” functional
    • New tool “validate_mcp_sampling_request” functional
    • New tool “validate_sql_query_ast” functional
    • New tool “verify_a2a_agent_card” functional
    • New tool “verify_agent_command_safety” functional
    • New tool “verify_context_compaction_fidelity” functional
    • New tool “verify_http402_payment_challenge” functional
    • New tool “analyze_ast_symbol_graph” functional
    • New tool “analyze_omni_multimodal_input” functional
    • New tool “apply_fuzzy_code_patch” functional
    • New tool “arbitrate_agent_deliverable_escrow” functional
    • New tool “audit_mcp_server_manifest” functional
    • New tool “audit_module_dependency_cycles” functional
    • New tool “audit_outbound_egress_url” functional
    • New tool “audit_response_factuality” functional
    • New tool “audit_smart_contract_code” functional
    • New tool “calculate_spot_swap_rate” functional
    • New tool “clean_tabular_dataset” functional
    • New tool “compare_crosschain_bridge_routes” functional
    • New tool “compile_mpp_research_dossier” functional
    • New tool “compile_polyglot_type_schemas” functional
    • New tool “compile_xml_agent_prompt” functional
    • New tool “compose_lyria_music_track” functional
    • New tool “conduct_deep_research_investigation” functional
    • New tool “decode_eip712_permit_signature” functional
    • New tool “detect_address_poisoning_scam” functional
  • 21 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 20 Oct 26 +5
    • Authorization: unverified → partial ▲ security
    • Schema quality: 768 → 3009 ▼ functional
    • Tool coverage: 52% → 41% ▼ functional
    • Stability: unverified → 0.03 ▲ functional
    • New tool “ai_computer_use” functional
    • New tool “ai_deep_research” functional
    • New tool “ai_embeddings” functional
    • New tool “ai_extract” functional
    • New tool “ai_generate” functional
    • New tool “ai_grounded_maps” functional
    • New tool “ai_grounded_search” functional
    • New tool “ai_image_gen” functional
    • New tool “ai_music_gen” functional
    • New tool “ai_omni” functional
    • New tool “ai_robotics” functional
    • New tool “ai_summarize” functional
    • New tool “ai_tts” functional
    • New tool “ai_video_gen” functional
    • New tool “clean_data” functional
    • New tool “crypto_address_poisoning_check” functional
    • New tool “crypto_eip712_permit_decoder” functional
    • New tool “crypto_utxo_consolidation_planner” functional
    • New tool “eve_killmail_threat_intel” functional
    • New tool “eve_sovereignty_fuel_radar” functional
    • New tool “eve_ssu_market_maker” functional
    • New tool “eve_sui_ptb_simulator” functional
    • New tool “eve_turret_target_matrix” functional
    • New tool “eve_zklogin_character_verifier” functional
    • New tool “http402_challenge_verifier” functional
    • New tool “mcp_rugpull_diff” functional
    • New tool “mcp_sampling_guard” functional
    • New tool “mempool_fee” functional
    • New tool “mpp_agent_escrow_arbiter” functional
    • New tool “mpp_session_infer” functional
    • New tool “scrub_pii” functional
    • New tool “swap_rate” functional
    • New tool “tool_output_firewall” functional
    • New tool “x402_embeddings” functional
    • New tool “x402_solana_priority_fee_oracle” functional
    • New tool “x402_token_meta” functional
    • New tool “x402_whale_radar” functional
    • New tool “ai_code_gen” functional
    • New tool “ai_antigravity_agent” functional
    • New tool “ai_audio_live” functional
    • New tool “agent_context_compaction_verifier” functional
    • New tool “agent_hallucination_auditor” functional
    • New tool “agent_loop_circuit_breaker” functional
    • New tool “agent_mcp_manifest_auditor” functional
    • New tool “agent_prompt_compiler” functional
    • New tool “agent_sql_guard” functional
  • 19 Oct 26 53

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 23 Oct 2026 · Probed https://diogenes-micro-gateway.corinth.workers.dev/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=corinth.workers.dev CN=YE2,O=Let's Encrypt,C=US 17 Oct 2026 15 Jan 2027 ECDSA 256 ECDSA-SHA384 633c3321385182b27c585c86398dc860724
SANs: *.corinth.workers.dev, corinth.workers.dev
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of diogenes-micro-gateway.corinth.workers.dev. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
dev. present 60074 8 Verified
workers.dev. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://diogenes-micro-gateway.corinth.workers.dev/mcp Verified 200
http (plaintext) http://diogenes-micro-gateway.corinth.workers.dev/mcp Served over HTTP 200
MCP tools · 71 exposed · ~13,455 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
analyze_ast_symbol_graph ~182

Static lexer and AST parser only (zero execution or evaluation): extracts imports, exports, classes, interfaces, and functions with line numbers, intra-file call edges, McCabe cyclomatic complexity, and Halstead volume across TypeScript, Python, Rust, Go, and Move. Use when mapping internal functions, call graphs, and complexity hotspots of a source file before refactoring; for analyzing cross-file import DAGs and circular dependencies, use audit_module_dependency_cycles instead. Read-only call (32 KB, 60 RPM): accepts 'source_text' (with enum defaults), uses '?demo=true' or L402 (75 sats); HTTP 400 if invalid.

NameTypeReqDescription
codestring–Source code file content to parse for symbols and complexity metrics.
languagestring–Programming language grammar used for symbol extraction; defaults to 'typescript' when omitted.
NameTypeReqDescription
functionsarrayyesExtracted functions with line number, cyclomatic_complexity, and outgoing calls.
halstead_metricsobjectyesHalstead vocabulary_size, program_length, volume, and estimated_bugs.
high_complexity_hotspotsarrayyesFunctions with McCabe cyclomatic complexity >= 8 flagged for refactoring.
lines_of_codeintegeryesTotal line count of the analyzed source code.

No examples provided.

analyze_omni_multimodal_input ~169

Analyzes combined multimodal prompts spanning text, image descriptors, audio transcripts, and video temporal events using Gemini Omni Flash. Use when correlating information across multiple media modalities in a single reasoning pass; for running pure text-only reasoning or coding prompts, use generate_gemini_completion instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'input' ('modality_focus' defaults to 'cross_modal_synthesis'), supports '?demo=true' or L402 (300 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
inputstringyesMultimodal prompt or media scene description to analyze.
modality_focusstring–Primary analytical lens applied to the multimodal input; defaults to 'cross_modal_synthesis' when omitted.
NameTypeReqDescription
modalities_processedarrayyesModalities integrated during inference.
modelstringyesExecuted multimodal model ('gemini-omni-flash').
outputstringyesUnified multimodal analysis and extracted timeline.
successbooleanyesTrue when multimodal processing succeeded.

No examples provided.

apply_fuzzy_code_patch ~206

Applies unified diffs (@@ ... @@) or SEARCH/REPLACE blocks to source code using sliding-window token similarity to resolve drifted line numbers, align indentation, and verify bracket balance. Use when healing and applying a code edit or diff that failed exact line matching due to line-number drift or whitespace differences; for inspecting function signatures, call trees, and cyclomatic complexity without modifying code, use analyze_ast_symbol_graph instead. Read-only call (32 KB, 60 RPM): accepts 'original_code' (with enum defaults), uses '?demo=true' or L402 (75 sats); HTTP 400 if invalid.

NameTypeReqDescription
fuzz_strategystring–Line-matching tolerance and indentation behavior; defaults to 'whitespace_normalized_auto_indent' when omitted.
original_codestringyesComplete original source file content before patching.
patchstringyesUnified diff hunk or <<<<<<< SEARCH ... ======= ... >>>>>>> REPLACE block to apply.
NameTypeReqDescription
hunks_appliedintegeryesNumber of hunks successfully anchored and applied.
hunks_totalintegeryesTotal patch hunks parsed from the input patch.
patched_codestringyesResulting source code after applying all matched hunks.
syntax_balance_verifiedbooleanyesTrue when post-patch {}, (), and [] delimiters remain balanced.

No examples provided.

arbitrate_agent_deliverable_escrow ~212

Evaluates a worker agent's submitted task deliverable against agreed contract acceptance criteria to issue a deterministic escrow settlement verdict ('RELEASE_FUNDS_TO_WORKER_AGENT', 'REQUEST_REVISION', or 'REFUND_CLIENT'). Use when settling multi-agent bounties or verifying subcontractor deliverables before releasing MPP/L402 escrow funds; for checking syntactic JSON Schema property types without evaluating semantic contract terms, use enforce_json_schema_types instead. Read-only call (32 KB, 60 RPM): accepts 'deliverable' (with enum defaults), uses '?demo=true' or MPP (150 sats); HTTP 400 if invalid.

NameTypeReqDescription
arbitration_standardstring–Strictness of contract verification; defaults to 'strict_all_criteria' when omitted.
deliverablestringyesJSON string or text deliverable submitted by the worker agent.
termsstring–Contract acceptance criteria that the deliverable must satisfy; defaults to 'Complete verified JSON deliverable' when omitted.
NameTypeReqDescription
arbitration_notesstringyesDetailed justification citing satisfied or missing contract clauses.
contract_satisfiedbooleanyesTrue when the deliverable fulfills all stated contract terms.
escrow_actionstringyesSettlement command ('RELEASE_FUNDS_TO_WORKER_AGENT', 'REQUEST_REVISION', or 'REFUND_CLIENT').
quality_scoreintegeryesDeliverable quality score from 0 to 100.

No examples provided.

audit_mcp_server_manifest ~186

Scans an external MCP server's initial tools/list manifest to detect tool-name shadowing (read_file, bash) and hidden prompt-injection directives in descriptions. Use when vetting a newly discovered third-party MCP server before mounting it into an agent session; for comparing a previously pinned MCP baseline against a live mid-session tools/list response, use detect_mcp_schema_rugpull instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'manifest_json' ('audit_profile' defaults to 'strict'), supports '?demo=true' or L402 (150 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
audit_profilestring–Sensitivity level for flagging system-tool name shadowing; defaults to 'strict' when omitted.
manifest_jsonstringyesJSON string or object containing the external MCP server's tools array to audit.
NameTypeReqDescription
manifest_safebooleanyesTrue if zero shadowed tools or description injections are found.
security_gradestringyesOverall manifest safety grade ('A+', 'C', or 'F').
shadowed_toolsarrayyesTool names attempting to shadow host privileges (e.g. 'bash', 'read_file').
suspicious_toolsarrayyesTools containing covert prompt-injection or exfiltration instructions.

No examples provided.

audit_module_dependency_cycles ~193

Runs Tarjan's Strongly Connected Components (SCC) algorithm on a module import map to detect circular dependencies, compute parallel topological build waves, and trace downstream change blast radius. Use when auditing multi-file import graphs for circular cycles or determining which downstream files must be re-tested after an edit; for extracting function-level symbols and cyclomatic complexity inside a single source file, use analyze_ast_symbol_graph instead. Read-only call (32 KB, 60 RPM): accepts 'modules_json' (with enum defaults), uses '?demo=true' or L402 (75 sats); HTTP 400 if invalid.

NameTypeReqDescription
analysis_scopestring–Graph analysis output mode; defaults to 'cycles_waves_and_blast_radius' when omitted.
modules_jsonstringyesJSON string or object mapping each module name to its array of imported module names (e.g. '{"a":["b"],"b":[]}').
NameTypeReqDescription
circular_dependencies_detectedbooleanyesTrue if one or more circular dependency cycles exist.
circular_scc_groupsarrayyesStrongly connected component cycles discovered via Tarjan's algorithm.
topological_build_wavesarrayyesDependency-ordered parallel build/test execution waves.
total_modulesintegeryesTotal number of graph vertices analyzed.
transitive_blast_radiusarrayyesAll upstream callers transitively impacted by the modified modules.

No examples provided.

audit_outbound_egress_url ~198

Static validation firewall for outbound network destination URIs against cloud metadata IP addresses (169.254.169.254), RFC 1918 private IP blocks, and query-string secret exfiltration before agent dispatch. Use when validating a user-supplied or tool-supplied URI destination before network dispatch; for auditing local shell commands or general prompts, use verify_agent_command_safety instead. Read-only edge call (32 KB, 60 RPM): accepts 'destination_uri' ('egress_policy' defaults to 'block_private_and_metadata'), supports '?demo=true' or L402 (65 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
destination_uristringyesOutbound HTTP/HTTPS destination URI to inspect before fetching (e.g. 'https://api.example.com/v1/webhook').
egress_policystring–Network egress policy; defaults to 'block_private_and_metadata' when omitted.
NameTypeReqDescription
egress_allowedbooleanyesTrue if the URL targets a safe public endpoint with no exfiltration tokens.
exfiltration_query_paramsarrayyesQuery parameters suspected of carrying leaked secrets or base64 payloads.
ssrf_risk_detectedbooleanyesTrue if loopback, RFC1918 private IP, or cloud metadata IP is targeted.
verdictstringyesFirewall decision ('ALLOW_EGRESS_REQUEST' or 'BLOCK_SSRF_OR_EXFIL').

No examples provided.

audit_response_factuality ~197

Cross-references factual claims, numbers, and citations in a draft agent response against retrieved source passages to flag unsupported hallucinations before delivery. Use when verifying that a generated answer is 100% grounded in source evidence before returning it to the user; for scrubbing inbound tool outputs for prompt-injection and invisible Unicode, use sanitize_tool_output_stream instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'claim' ('context' defaults to 'standard'), supports '?demo=true' or L402 (150 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
claimstringyesDraft agent response or factual statement to verify for hallucinations.
contextstringyesAuthoritative source text or retrieved RAG passages that the claim must be grounded in.
strictnessstring–Entailment threshold required for numbers and dates; defaults to 'exact_entailment' when omitted.
NameTypeReqDescription
groundedness_scorenumberyesFactual support ratio from 0.0 (fabricated) to 1.0 (fully entailed).
unverified_claimsarrayyesHallucinated or unsupported assertions flagged for removal.
verdictstringyesAudit outcome ('PASS', 'SUSPICIOUS', or 'FAIL').
verified_claimsarrayyesAssertions directly entailed by the provided source context.

No examples provided.

audit_smart_contract_code ~188

Statically audits Solidity, Vyper, or Move smart contract source code for honeypot transfer taxes, hidden mint backdoors, proxy upgrade traps, and reentrancy. Use when auditing smart contract source code or bytecode before deploying or interacting with a protocol; for scanning Solana Anchor/Rust programs specifically for Cross-Program Invocation (CPI) signer/account vulnerabilities, use scan_solana_cpi_reentrancy instead. Read-only edge call (32 KB, 60 RPM): accepts 'code_or_address' ('chain' defaults to 'evm_solidity'), uses '?demo=true' or L402 (250 sats); HTTP 400 if invalid.

NameTypeReqDescription
chainstring–Target blockchain VM architecture; defaults to 'evm_solidity' when omitted.
code_or_addressstringyesSmart contract source code snippet, ABI, or contract address to audit.
NameTypeReqDescription
is_honeypotbooleanyesTrue if transfer restrictions or excessive sell taxes (>10%) are present.
risk_levelstringyesSeverity classification ('LOW', 'MEDIUM', 'HIGH', or 'CRITICAL').
security_scoreintegeryesComposite contract safety score from 0 (critical exploit) to 100 (verified safe).
vulnerabilitiesarrayyesSpecific vulnerability findings and line-level remediation advice.

No examples provided.

calculate_spot_swap_rate ~165

Calculates instantaneous spot exchange rates and equivalent USD, BTC, and satoshi values across BTC, ETH, SOL, SUI, and USDC. Use when converting a token amount into USD or satoshis for invoice pricing or accounting; for quoting executable non-KYC cross-chain bridge routes with bridge fees and settlement times, use compare_crosschain_bridge_routes instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'currency' ('amount' defaults to 'standard'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
amountnumber–Quantity of the source asset to convert; defaults to 100 when omitted.
currencystringyesSource asset ticker symbol to convert from.
NameTypeReqDescription
equivalent_satsintegeryesEquivalent value denominated in Bitcoin satoshis.
source_amountnumberyesInput asset quantity.
source_currencystringyesInput asset symbol converted.
total_usd_valuenumberyesEquivalent spot value in US Dollars (USD).

No examples provided.

clean_tabular_dataset ~175

Deduplicates repetitive lines or records, normalizes Unicode whitespace, strips HTML/control noise, and canonicalizes tabular text or JSON arrays. Use when cleaning noisy scraped lists, CSV rows, or duplicate log lines before indexing or analysis; for extracting typed JSON fields from free-form prose paragraphs, use extract_structured_json_entities instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'data' ('normalization_mode' defaults to 'exact_match'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
datastringyesRaw newline-delimited text, CSV rows, or JSON array string to deduplicate and normalize.
normalization_modestring–Deduplication key sensitivity; defaults to 'case_insensitive_trim' when omitted.
NameTypeReqDescription
cleaned_countintegeryesUnique non-empty record count after cleanup.
cleaned_dataarrayyesDeduplicated, whitespace-normalized records.
duplicates_removedintegeryesNumber of duplicate records eliminated.
original_countintegeryesLine or record count prior to deduplication.

No examples provided.

compare_crosschain_bridge_routes ~204

Compares non-custodial, non-KYC cross-chain swap routes (THORChain native L1 swaps, Maya Protocol, Blockstream Liquid) by basis-point fee, net output sats, and settlement time. Use when routing cross-chain treasury settlements (e.g. Solana USDC or Base ETH into native Bitcoin); for calculating mid-market spot exchange rates without bridge routing fees, use calculate_spot_swap_rate instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'from_asset' ('to_asset' defaults to 'BTC_NATIVE'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
amountnumber–Input asset amount to quote; defaults to 100.0 when omitted.
from_assetstringyesOrigin chain asset identifier to bridge from.
to_assetstring–Destination chain asset identifier; defaults to 'BTC_NATIVE' when omitted.
NameTypeReqDescription
best_routestringyesOptimal non-KYC bridge protocol selected (e.g. 'THORCHAIN_NATIVE_SWAP').
estimated_output_satsintegeryesNet settled output denominated in Bitcoin satoshis.
fee_bpsintegeryesTotal protocol and slip fee in basis points.
kyc_requiredbooleanyesAlways false; only non-custodial permissionless routes are returned.

No examples provided.

compile_mpp_research_dossier ~190

Compiles a structured JSON research dossier ('key_findings', 'synthesis_quality_score', 'sources_cited') settled via Base EVM Machine Payments Protocol (MPP). Use when generating a strict-JSON cited intelligence brief paid via Base USDC MPP session headers; for running long-form narrative research reports via L402 Lightning, use conduct_deep_research_investigation instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'research_topic' ('output_density' defaults to 'concise_5_points'), supports '?demo=true' or MPP (1000 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
output_densitystring–Granularity of the key_findings array; defaults to 'executive_10_points' when omitted.
querystring–Research topic or technical question to investigate and structure into JSON.
NameTypeReqDescription
key_findingsarrayyesHigh-density factual bullet strings synthesized from live sources.
querystring–Investigated research query.
sources_citedarrayyesVerified grounding source references.
synthesis_quality_scoreintegeryesSelf-audit completeness score from 90 to 100.

No examples provided.

compile_polyglot_type_schemas ~219

Inspects a sample JSON payload (inferring UUID, ISO-8601 datetime, email, integer vs float, and array item types) and compiles strict TypeScript interfaces, Zod schemas, Python Pydantic v2 models, and JSON Schema Draft 2020-12. Use when generating static type definitions and runtime validators in TypeScript and Python from a sample JSON response; for extracting existing function/class symbols and complexity metrics from source code, use analyze_ast_symbol_graph instead. Read-only call (32 KB, 60 RPM): accepts 'sample_json' (with enum defaults), uses '?demo=true' or L402 (60 sats); HTTP 400 if invalid.

NameTypeReqDescription
root_namestring–Identifier used for the generated root interface/class; defaults to 'GeneratedPayload' when omitted.
sample_jsonstringyesJSON string or object representing the sample payload to infer types from.
strictnessstring–Schema additionalProperties and format constraint mode; defaults to 'strict_formats' when omitted.
NameTypeReqDescription
json_schema_draft_2020_12objectyesComplete JSON Schema Draft 2020-12 specification.
python_pydantic_v2stringyesCompiled Python Pydantic v2 BaseModel class.
root_namestringyesSanitized root type/class identifier.
typescript_interfacestringyesCompiled TypeScript export interface definition.
zod_schemastringyesCompiled TypeScript Zod runtime validator schema.

No examples provided.

compile_xml_agent_prompt ~180

Compiles a raw task description into a structured XML system prompt (<role>, <context>, <objective>, <constraints>, <workflow>, <output_format>) engineered to prevent instruction drift. Use when authoring or upgrading a system prompt for an autonomous agent or sub-agent workflow; for mapping a task objective to a concrete sequence of MCP tool calls, use route_mcp_workflow_plan instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'task' ('prompt_style' defaults to 'anthropic_xml_tags'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
prompt_stylestring–Structural formatting template; defaults to 'anthropic_xml_tags' when omitted.
taskstringyesRaw task instructions, persona goal, and operational constraints to compile.
NameTypeReqDescription
compiled_promptstringyesComplete production-grade XML-structured system prompt.
estimated_tokensintegeryesEstimated BPE token length of the compiled prompt.
key_enhancementsarrayyesSpecific guardrails and output contract rules injected.
optimization_scoreintegeryesPrompt clarity and constraint-completeness score from 0 to 100.

No examples provided.

compose_lyria_music_track ~177

Composes studio-grade instrumental music tracks, ambient loops, and multi-instrument arrangements from genre, tempo, and mood prompts using Google Lyria 3. Use when generating musical scores, soundtrack stems, or rhythmic audio loops; for converting written text into spoken human voice narration (TTS), use synthesize_gemini_speech_audio instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'prompt' ('genre_preset' defaults to 'cinematic_synth'), supports '?demo=true' or L402 (500 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
genre_presetstring–Primary acoustic or electronic genre; defaults to 'cinematic_synth' when omitted.
promptstringyesMusical style, instrumentation, BPM tempo, and harmonic mood description.
NameTypeReqDescription
modelstringyesMusic generation model executed ('lyria-3-clip').
noticestringyesComposition completion notice.
outputstringyesGenerated audio track payload and arrangement metadata.
successbooleanyesTrue when Lyria 3 audio synthesis succeeded.

No examples provided.

conduct_deep_research_investigation ~177

Runs an iterative, multi-hop investigative research session via Gemini Deep Research Pro, cross-examining primary sources to produce a cited technical report. Use when investigating complex scientific, architectural, or market questions requiring deep multi-hop synthesis; for running a fast single-turn Google Search grounded fact lookup, use search_gemini_grounded_web instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'input' ('depth_tier' defaults to 'quick_synthesis'), supports '?demo=true' or L402 (1000 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
depth_tierstring–Research breadth and citation density; defaults to 'exhaustive_report' when omitted.
inputstringyesInvestigative research question, scope, and specific aspects to analyze.
NameTypeReqDescription
agentstringyesDeep Research engine identifier ('deep-research-preview-04-2026').
outputstringyesComprehensive multi-section investigative report with inline citations.
sources_countintegeryesNumber of independent sources cross-referenced.
successbooleanyesTrue when the research synthesis completed.

No examples provided.

decode_eip712_permit_signature ~205

Decodes EIP-712 and Uniswap Permit2 off-chain typed-data payloads to verify spender identity, detect unlimited (uint256.max) token approvals, and flag expired deadlines. Use when inspecting an off-chain eth_signTypedData_v4 or Permit2 payload before signing; for decoding raw on-chain hex transaction calldata (0x...) for eth_sendTransaction, use simulate_evm_transaction_calldata instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'typed_data_json' ('chain_id' defaults to '1'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
chain_idstring–EVM chain ID used to verify canonical router spender addresses; defaults to '8453' (Base) when omitted.
typed_data_jsonstringyesJSON string or object containing the EIP-712 / Permit2 message (spender, amount, deadline).
NameTypeReqDescription
signing_verdictstringyesSafety recommendation ('SAFE_BOUNDED_PERMIT' or 'CRITICAL_UNLIMITED_APPROVAL_UNVERIFIED_SPENDER').
spender_addressstringyesNormalized lowercase EVM address of the permit spender.
spender_identitystringyesIdentified protocol router label or 'Unknown Third-Party Spender'.
unlimited_approval_detectedbooleanyesTrue if the approval value equals uint256.max / uint160.max.

No examples provided.

detect_address_poisoning_scam ~171

Compares a target recipient wallet address against recent transaction history to detect vanity prefix/suffix lookalike spoofing and zero-value dusting attacks. Use when verifying a recipient EVM or Solana wallet address before sending funds; for decoding hex smart contract calldata payloads, use simulate_evm_transaction_calldata instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'target_address' ('address_standard' defaults to 'auto_detect'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
address_standardstring–Address encoding format; defaults to 'auto_detect' when omitted.
target_addressstringyesCandidate recipient EVM (0x...) or Solana Base58 wallet address to verify.
NameTypeReqDescription
poisoning_detectedbooleanyesTrue if a prefix/suffix collision with a different middle body is found.
prefix_suffix_collision_scorenumberyesSimilarity score (0.0 to 1.0) against known counterparty addresses.
target_addressstringyesAudited recipient address.
verdictstringyesTransfer safety decision ('SAFE_VERIFIED' or 'DANGER_POISONING_ATTACK').

No examples provided.

detect_agent_action_loop ~185

Analyzes an agent's recent tool-call trace to detect identical retry spins, A/B state oscillation, and runaway token burn. Use when monitoring multi-step agent execution loops to decide whether to continue or halt and escalate; for inspecting a single command payload for security threats before execution, use verify_agent_command_safety instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'action_trace_json' ('sensitivity' defaults to 'strict_2_repeats'), supports '?demo=true' or L402 (70 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
action_trace_jsonstringyesJSON-serialized array of recent agent actions (e.g. '[{"tool":"search","status":"err"}]').
sensitivitystring–Cycle detection threshold; defaults to 'standard_3_repeats' when omitted.
NameTypeReqDescription
circuit_breaker_actionstringyesRecommended control action ('CONTINUE_EXECUTION' or 'HALT_AND_ESCALATE_OR_SWITCH_TOOL').
estimated_tokens_savedintegeryesProjected token burn prevented by tripping the circuit breaker.
loop_detectedbooleanyesTrue if a repetitive retry spin or A/B oscillation cycle is active.
loop_patternstringyesDetected cycle topology ('NONE', 'IDENTICAL_RETRY_SPIN', or 'ABAB_STATE_OSCILLATION').

No examples provided.

detect_mcp_schema_rugpull ~209

Computes structural diffs between a pinned baseline MCP tools/list snapshot and a live server response to catch mid-session description or schema tampering. Use when verifying that a connected MCP server has not mutated its tool definitions mid-session; for performing a first-time static security audit on a single MCP manifest, use audit_mcp_server_manifest instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'baseline_tools_json' ('current_tools_json' defaults to 'standard'), supports '?demo=true' or L402 (85 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
baseline_tools_jsonstringyesJSON-serialized baseline tools/list array captured when the MCP server was first trusted.
current_tools_jsonstring–JSON-serialized live tools/list array to compare against the baseline; defaults to '[]' when omitted.
diff_modestring–Comparison strictness across descriptions and inputSchema; defaults to 'full_structural' when omitted.
NameTypeReqDescription
mutated_toolsarrayyesDetailed list of modified tools and their exact mutation type.
rugpull_detectedbooleanyesTrue if any tool was surreptitiously added or had its description/schema altered.
timestamp_utcstringyesISO-8601 UTC timestamp of the diff audit.
verdictstringyesConnection verdict ('SCHEMA_INTEGRITY_VERIFIED' or 'REVOKE_MCP_SERVER_IMMEDIATELY').

No examples provided.

detect_openapi_breaking_changes ~211

Compares baseline and candidate OpenAPI 3.1 specs, JSON Schemas, or MCP tool manifests to detect breaking changes (removed fields, new required inputs, narrowed enums, type mutations). Use when auditing API, JSON Schema, or MCP contract revisions for backward compatibility before deployment; for compiling new TypeScript, Zod, and Pydantic schemas from a single sample JSON payload, use compile_polyglot_type_schemas instead. Read-only edge call (32 KB, 60 RPM): accepts 'baseline_schema_json' (with enum defaults), uses '?demo=true' or L402 (75 sats); HTTP 400 if invalid.

NameTypeReqDescription
baseline_schema_jsonstringyesJSON string of the baseline OpenAPI 3.1 spec, JSON Schema, or MCP tools array.
candidate_schema_jsonstringyesJSON string of the proposed candidate schema or contract revision to compare.
contract_formatstring–Contract specification format; defaults to 'auto_detect' when omitted.
NameTypeReqDescription
breaking_changesarrayyesDetailed list of breaking removals, type changes, or new required parameters.
breaking_changes_detectedbooleanyesTrue if any backward-incompatible contract change is found.
non_breaking_additionsarrayyesBackward-compatible optional fields or endpoints added.
recommended_semver_bumpstringyesRecommended Semantic Version bump ('MAJOR_BREAKING', 'MINOR_ADDITIVE', or 'PATCH_COMPATIBLE').

No examples provided.

diff_agent_memory_checkpoint ~199

Computes structural diffs between two agent state snapshots ('added_keys', 'mutated_keys', 'removed_keys'), flags boolean belief contradictions, generates an RFC 7396 JSON Merge Patch delta, and computes a canonical checkpoint hash. Use when checkpointing agent state or transmitting minimal RFC 7396 state deltas across multi-agent handoffs; for counting BPE tokens and auditing Lost-in-the-Middle prompt attention, use plan_context_token_budget instead. Read-only call (32 KB, 60 RPM): accepts 'previous_state_json' (with enum defaults), uses '?demo=true' or L402 (50 sats); HTTP 400 if invalid.

NameTypeReqDescription
conflict_strategystring–Resolution policy when keys conflict; defaults to 'prefer_current' when omitted.
current_state_jsonstringyesJSON string or object representing the updated agent state snapshot.
previous_state_jsonstringyesJSON string or object representing the prior agent state snapshot.
NameTypeReqDescription
added_keysarrayyesState keys newly introduced in current_state.
checkpoint_digeststringyesDeterministic cryptographic hash of the canonicalized merged state.
mutated_keysarrayyesModified keys with before/after values and belief_contradiction flag.
rfc7396_json_merge_patch_deltaobjectyesMinimal RFC 7396 JSON Merge Patch payload transforming previous into current.

No examples provided.

enforce_json_schema_types ~191

Validates a raw LLM output object against a target JSON Schema, automatically coercing mismatched scalar types (e.g. string '42' to integer 42), injecting schema defaults, and pruning undeclared hallucinated fields. Use when enforcing schema compliance and type safety on structured LLM outputs before passing them to typed APIs; for healing unparseable raw JSON text with broken quotes or trailing commas, use heal_malformed_json instead. Read-only edge call (32 KB, 60 RPM): accepts 'raw_output' (with enum defaults), uses '?demo=true' or L402 (75 sats); HTTP 400 if invalid.

NameTypeReqDescription
coercion_policystring–Policy for handling extra undeclared properties; defaults to 'prune_undeclared_and_coerce' when omitted.
raw_outputstringyesJSON string or object produced by an LLM to validate and coerce.
NameTypeReqDescription
coercions_appliedarrayyesList of type conversions and default injections performed.
enforced_objectobjectyesClean, schema-compliant JSON object.
unrecognized_fields_prunedarrayyesHallucinated property keys removed during enforcement.
validbooleanyesTrue when the resulting enforced_object satisfies the schema.

No examples provided.

estimate_bitcoin_mempool_fees ~162

Fetches real-time Bitcoin mainnet mempool feerate recommendations in satoshis per virtual byte (sat/vB) across fastest, half-hour, hour, and economy confirmation tiers. Use when checking current Bitcoin L1 network congestion before broadcasting an on-chain BTC transaction; for calculating exact SegWit/Taproot UTXO batch consolidation vByte weights and dust thresholds, use plan_bitcoin_utxo_consolidation instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'confirmation_target', supports '?demo=true' or L402 (50 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
confirmation_targetstring–Target confirmation speed tier; defaults to 'half_hour' when omitted.
NameTypeReqDescription
economyFeeintegeryesLow-priority feerate in sat/vB for non-urgent batch sweeps.
fastestFeeintegeryesRecommended feerate in sat/vB for next-block (~10 min) inclusion.
halfHourFeeintegeryesRecommended feerate in sat/vB for ~30-minute confirmation.
hourFeeintegeryesRecommended feerate in sat/vB for ~60-minute confirmation.

No examples provided.

estimate_solana_priority_fees ~177

Calculates optimal Solana compute-unit (CU) microlamport priority fees and Jito bundle tip lamports to achieve target block-inclusion probability. Use when setting SetComputeUnitPrice and Jito tips before broadcasting a Solana transaction; for querying Bitcoin L1 sat/vB mempool fee rates, use estimate_bitcoin_mempool_fees instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'priority_level' ('tx_type' defaults to 'simple_transfer'), supports '?demo=true' or x402 (50 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
priority_levelstringyesTarget inclusion urgency tier on Solana mainnet-beta.
tx_typestring–Transaction category used to estimate compute unit limit; defaults to 'dex_swap' when omitted.
NameTypeReqDescription
estimated_landing_probabilitynumberyesProjected next-block inclusion probability (0.0 to 1.0).
recommended_compute_unit_limitintegeryesSuggested ComputeBudget compute unit ceiling.
recommended_jito_tip_lamportsintegeryesRecommended Jito block-engine tip in lamports for MEV-protected landing.
recommended_micro_lamports_per_cuintegeryesRecommended priority fee in microlamports per compute unit.

No examples provided.

evaluate_ab_statistical_significance ~244

Computes Welch's two-sample t-test or two-proportion z-test, returning two-tailed p-values, Cohen's d effect size, relative lift %, and Bayesian P(Treatment > Control). Use when determining whether a prompt change, model benchmark, or A/B experiment produced a statistically significant improvement; for evaluating single algebraic formulas or NPV/IRR cashflows, use evaluate_deterministic_math instead. Read-only edge call (32 KB, 60 RPM): accepts 'control_json' ('treatment_json' defaults to 'standard'), supports '?demo=true' or L402 (60 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
control_jsonstringyesJSON string or object for the baseline control arm (e.g. '{"conversions":142,"total":1000}' or '{"samples":[12,15,14]}').
significance_levelstring–Type-I error alpha threshold for statistical significance; defaults to 'alpha_0_05' when omitted.
treatment_jsonstringyesJSON string or object for the candidate treatment arm (e.g. '{"conversions":186,"total":1000}').
NameTypeReqDescription
bayesian_prob_treatment_superiornumberyesPosterior probability P(Treatment > Control) from 0.0 to 1.0.
p_valuenumberyesTwo-tailed frequentist p-value.
relative_lift_pctnumberyesPercentage lift of treatment over control.
test_typestringyesStatistical test applied ('welch_two_sample_t_test' or 'two_proportion_z_test_and_bayesian').
verdictstringyesExperiment decision ('SIGNIFICANT_TREATMENT_WIN', 'SIGNIFICANT_CONTROL_WIN', or 'INCONCLUSIVE_UNDERPOWERED').

No examples provided.

evaluate_deterministic_math ~209

Strict Shunting-Yard AST arithmetic parser with zero eval() or dynamic code execution: evaluates algebraic formulas and computes exact financial NPV, Newton-Raphson IRR, Kelly criterion, and dataset stats. Use when computing exact arithmetic formulas, cashflow NPV/IRR, or descriptive statistics without LLM floating-point guesswork; for running two-sample A/B hypothesis tests, use evaluate_ab_statistical_significance instead. Read-only edge call (32 KB, 60 RPM): accepts 'math_formula' ('precision_digits' defaults to '2_decimals'), uses '?demo=true' or L402 (40 sats); HTTP 400 if invalid.

NameTypeReqDescription
expressionstring–Algebraic or scientific formula to evaluate (e.g. '(125000 * (1 + 0.0725/12)^60) - 98450.50').
precision_digitsstring–Decimal rounding precision for returned numbers; defaults to '8_decimals' when omitted.
NameTypeReqDescription
dataset_statisticsobjectyesOptional count, mean, median, std_dev, min, and max when a dataset array is supplied.
exact_resultnumberyesDeterministic floating-point result of the expression.
expressionstringyesEvaluated mathematical expression.
financial_analysisobjectyesOptional NPV, Newton-Raphson IRR, and Kelly fraction when financial parameters are supplied.

No examples provided.

evaluate_dex_mev_risk ~193

Evaluates decentralized exchange (DEX) swap parameters against pool depth and mempool visibility to quantify MEV sandwich risk and compute optimal slippage tolerance in basis points. Use when configuring slippage tolerance and private-RPC routing before executing an on-chain DEX token swap; for comparing cross-chain bridge settlement routes across different L1 blockchains, use compare_crosschain_bridge_routes instead. Read-only edge call (32 KB, 60 RPM): accepts 'pair' ('execution_venue' defaults to 'uniswap_v3_public'), uses '?demo=true' or L402 (150 sats); HTTP 400 if invalid.

NameTypeReqDescription
execution_venuestring–Target DEX protocol or RPC relay; defaults to 'uniswap_v3_public' when omitted.
pairstringyesTrading pair symbol or pool identifier (e.g. 'ETH/USDC' or 'SOL/USDC').
NameTypeReqDescription
frontrunning_detectedbooleanyesTrue if public mempool broadcast exposes the swap to predatory bots.
optimal_slippage_bpsintegeryesRecommended maximum slippage tolerance in basis points (1 bps = 0.01%).
recommended_rpcstringyesSuggested MEV-protected broadcast endpoint.
sandwich_riskstringyesAssessed MEV extraction risk tier ('LOW', 'MEDIUM', or 'HIGH').

No examples provided.

evaluate_solana_token_risk ~191

Evaluates a Solana SPL token's rug-pull probability by checking active mint authority, freeze authority, mutable metadata, and top-holder concentration. Use when making a pre-trade security decision on whether a Solana SPL token is safe to buy; for retrieving SPL token symbol, decimals, and DEX liquidity pool metadata via x402, use inspect_solana_token_liquidity instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'token_address' ('risk_profile' defaults to 'strict_decentralized'), supports '?demo=true' or L402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
risk_profilestring–Tolerance policy for centralized freeze authorities; defaults to 'strict_decentralized' when omitted.
token_addressstringyesBase58-encoded Solana SPL token mint address (32–44 characters).
NameTypeReqDescription
freeze_authority_presentbooleanyesTrue if an active authority can freeze holder token accounts.
risk_scorenumberyesRug-pull risk score from 0.0 (renounced/safe) to 1.0 (critical danger).
should_transactbooleanyesTrue when the token passes authority and concentration safety checks.
valid_base58booleanyesTrue when the provided address is a valid Base58 Solana public key.

No examples provided.

execute_antigravity_agent ~171

Dispatches a complex engineering or operational task to Google's Antigravity autonomous agent for multi-step planning, tool orchestration, and verified execution. Use when solving multi-stage software engineering or workflow tasks that require autonomous planning; for compiling exhaustive multi-source literature and market research dossiers, use conduct_deep_research_investigation instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'input' ('execution_mode' defaults to 'autonomous_verified'), supports '?demo=true' or L402 (500 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
execution_modestring–Autonomy policy for subtask execution; defaults to 'autonomous_verified' when omitted.
inputstringyesHigh-level task objective and constraints for the Antigravity autonomous agent.
NameTypeReqDescription
agentstringyesAutonomous agent identifier ('antigravity-preview-latest').
environmentstringyesExecution environment ('remote').
outputstringyesSynthesized final deliverable and action trace summary.
successbooleanyesTrue when the agent completed all planned steps.

No examples provided.

execute_python_sandbox ~184

Audits Python source code for forbidden syscalls (os, subprocess, socket, open, eval) inside an AST-governed WebAssembly sandbox with no host filesystem access. Use when executing LLM-generated Python snippets safely; for checking shell commands without executing code, use verify_agent_command_safety instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'python_script' ('timeout_profile' defaults to 'fast_1s'), supports '?demo=true' or MPP (1500 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
python_scriptstringyesPython 3 source script to audit and execute strictly inside an isolated AST-governed, non-privileged WebAssembly sandbox with no host filesystem access.
timeout_profilestring–Execution resource ceiling; defaults to 'standard_5s' when omitted.
NameTypeReqDescription
ast_security_auditobjectyesStatic syscall audit summary including flagged_calls and safety_verdict.
exit_codeintegeryesProcess exit status (0 on clean execution, 1 on security block).
simulated_stdoutstringyesCaptured standard output from the isolated execution.
syntax_validbooleanyesTrue if the Python source parses without syntax errors.

No examples provided.

extract_structured_json_entities ~174

Extracts structured JSON records, named entities, dates, and financial figures from unstructured prose, emails, or HTML/Markdown dumps. Use when converting unstructured natural-language text into a structured JSON array of entities; for validating and coercing an existing JSON payload against a formal JSON Schema, use enforce_json_schema_types instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'text' ('extraction_target' defaults to 'general_entities_and_metrics'), supports '?demo=true' or L402 (150 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
extraction_targetstring–Primary entity domain to extract; defaults to 'general_entities_and_metrics' when omitted.
textstringyesUnstructured document, email body, or webpage text to extract structured entities from.
NameTypeReqDescription
extracted_dataobjectyesStructured JSON object or array containing the extracted entities.
modelstringyesExtraction model executed ('gemini-3.8-flash').
records_countintegeryesNumber of distinct entity records extracted.
successbooleanyesTrue when entity extraction succeeded.

No examples provided.

generate_boundary_test_vectors ~176

Synthesizes deterministic unit-test vectors from a JSON Schema or function signature covering valid equivalence partitions, numeric/length boundaries, and adversarial Unicode/null inputs. Use when generating exhaustive edge-case unit test payloads and fuzz vectors for an API endpoint or function; for healing and applying unified diffs or search/replace edits to source code, use apply_fuzzy_code_patch instead. Read-only edge call (32 KB, 60 RPM): accepts 'schema_or_signature_json' (with enum defaults), uses '?demo=true' or L402 (65 sats); HTTP 400 if invalid.

NameTypeReqDescription
schema_or_signature_jsonstringyesJSON Schema object or function parameter specification to generate test vectors for.
vector_suite_profilestring–Test generation coverage profile; defaults to 'equivalence_boundary_and_fuzz' when omitted.
NameTypeReqDescription
adversarial_fuzz_vectorsarrayyesNegative test vectors testing missing required fields, wrong types, and Unicode/injection strings.
boundary_edge_vectorsarrayyesEdge payloads testing zero, negative, MAX_SAFE_INTEGER, and empty/max length boundaries.
total_vectors_generatedintegeryesTotal number of deterministic test vectors produced.
valid_partition_vectorsarrayyesValid happy-path payloads covering required and optional equivalence classes.

No examples provided.

generate_gemini_completion ~191

Generates text completions and structured reasoning across all 45 Google Gemini foundation models (Gemini 4 Argon, 3.1 Pro, 3.8 Flash) with zero Google account or API key required. Use when running single-turn reasoning, coding, or analytical prompts on a specific Gemini model; for delegating multi-step autonomous tasks that require remote tool execution, use execute_antigravity_agent instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'prompt' ('model' defaults to 'gemini-4-argon'), supports '?demo=true' or L402 (250 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
modelstring–Target Gemini foundation model identifier; defaults to 'gemini-4-argon' when omitted.
promptstringyesPrimary user instruction or reasoning prompt to send to the selected Gemini model.
NameTypeReqDescription
grounding_metadataobjectyesOptional citation metadata if search grounding was enabled.
modelstringyesGemini model identifier that executed the completion.
outputstringyesGenerated model response text.
successbooleanyesTrue when inference completed without upstream errors.

No examples provided.

generate_gemini_embeddings ~180

Generates normalized 3,072-dimensional or 768-dimensional semantic vector embeddings via Google Gemini Embedding 2 for RAG indexing and cosine-similarity search. Use when embedding text passages or queries via L402 Lightning with configurable Matryoshka dimensions; for running live Google Search grounded factual queries, use search_gemini_grounded_web instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'text' ('model' defaults to 'gemini-embedding-2'), supports '?demo=true' or L402 (50 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
modelstring–Gemini embedding model version; defaults to 'gemini-embedding-2' when omitted.
textstringyesInput text passage, code snippet, or search query to embed into a float vector.
NameTypeReqDescription
dimensionsintegeryesVector dimensionality returned (e.g. 3072 or 768).
embeddingarrayyesNormalized floating-point embedding vector.
modelstringyesEmbedding model executed.
successbooleanyesTrue when vector generation succeeded.

No examples provided.

generate_nano_banana_image ~176

Generates photorealistic illustrations, UI mockups, and technical diagrams from text prompts using the Nano Banana Pro (Gemini 2.5 Flash Image) model family. Use when creating static visual assets, icons, or architecture diagrams from text descriptions; for synthesizing animated multi-second video clips with motion, use generate_veo_cinematic_video instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'prompt' ('aspect_ratio' defaults to '1:1'), supports '?demo=true' or L402 (350 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
aspect_ratiostring–Output image aspect ratio; defaults to '16:9' when omitted.
promptstringyesDetailed visual scene, composition, lighting, and typography description to render.
NameTypeReqDescription
modelstringyesImage generation model executed ('gemini-2.5-flash-image').
noticestringyesExecution confirmation notice.
outputstringyesGenerated image payload or asset descriptor.
successbooleanyesTrue when visual asset synthesis succeeded.

No examples provided.

generate_veo_cinematic_video ~169

Synthesizes high-definition cinematic video sequences with temporally coherent camera motion and physics using Google Veo 3. Use when generating moving video clips, product B-roll, or animated scene renders from text prompts; for rendering static single-frame images or diagrams at lower cost, use generate_nano_banana_image instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'prompt' ('motion_style' defaults to 'static_tripod'), supports '?demo=true' or L402 (1500 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
motion_stylestring–Camera movement preset; defaults to 'smooth_tracking_shot' when omitted.
promptstringyesCinematic scene description including subject motion, camera trajectory, and lighting.
NameTypeReqDescription
modelstringyesVideo synthesis model executed ('veo-3-generate').
noticestringyesExecution status summary.
outputstringyesGenerated video stream descriptor and frame metadata.
successbooleanyesTrue when Veo 3 synthesis completed.

No examples provided.

generate_x402_vector_embeddings ~164

Generates normalized high-dimensional semantic vector embeddings settled via Solana SPL USDC ('x402' protocol headers) for decentralized RAG pipelines. Use when computing text embeddings paid via Solana USDC x402 signatures rather than Bitcoin Lightning; for extracting discrete JSON entities from unstructured text, use extract_structured_json_entities instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'text' ('encoding_format' defaults to 'float_array'), supports '?demo=true' or x402 (100 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
encoding_formatstring–Vector serialization format; defaults to 'float_array' when omitted.
textstringyesInput text string or document chunk to convert into a normalized embedding vector.
NameTypeReqDescription
dimensionsintegeryesNumber of float dimensions in the returned vector.
embeddingarrayyesNormalized floating-point vector array.
modelstringyesEmbedding model executed ('gemini-embedding-2').
normalizedbooleanyesAlways true; vectors are L2-normalized to unit length.

No examples provided.

heal_malformed_json ~170

Deterministic JSON syntax repair: normalizes quotes, unclosed brackets, and boolean literals into compliant RFC 8259 JSON structure without data deletion. Use when fixing syntax-broken JSON strings that fail JSON.parse(); for coercing field types and verifying properties on already-parseable JSON objects against a target JSON Schema, use enforce_json_schema_types instead. Read-only edge call (32 KB, 60 RPM): accepts 'malformed_json' (with enum defaults), uses '?demo=true' or L402 (50 sats); HTTP 400 if invalid.

NameTypeReqDescription
malformed_jsonstringyesRaw broken, truncated, or markdown-wrapped JSON string to repair.
repair_modestring–Bracket-closing and literal-normalization strategy; defaults to 'heuristic_fast' when omitted.
NameTypeReqDescription
fixes_appliedarrayyesList of lexical repairs performed.
parsed_objectobjectyesDeserialized JSON object produced from the repaired string.
repaired_jsonstringyesValid RFC 8259 JSON string after syntax healing.
statusstringyesRepair outcome ('repaired' or 'valid_as_is').

No examples provided.

infer_mpp_streaming_session ~195

Initializes a Base USDC Machine Payments Protocol (MPP) metered inference session, allocating a streaming token quota and returning a step-by-step execution plan. Use when running session-metered agent planning settled via Base EVM MPP 'Payment-Challenge' headers; for mapping a task goal to L402 MCP tool calls without opening an MPP streaming session, use route_mcp_workflow_plan instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'task' ('token_quota_tier' defaults to 'compact_1024'), supports '?demo=true' or MPP (500 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
taskstringyesAgent workflow task to execute within the metered MPP session.
token_quota_tierstring–Allocated streaming token ceiling for the session; defaults to 'standard_4096' when omitted.
NameTypeReqDescription
planarrayyesOrdered execution steps generated for the task.
session_idstringyesUnique MPP streaming session identifier.
session_statusstringyesSession lifecycle state ('ACTIVE_STREAMING').
streaming_tokens_allocatedintegeryesToken budget reserved for the session.

No examples provided.

inspect_solana_token_liquidity ~204

Retrieves canonical Solana SPL token metadata including name, ticker symbol, decimal precision, and current mint/freeze authority addresses. Use when resolving SPL token decimals, ticker symbols, and registry metadata for portfolio or swap formatting; for computing a composite security risk score and binary should_transact verdict, use evaluate_solana_token_risk instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'mint' ('network' defaults to 'mainnet-beta'), supports '?demo=true' or x402 (200 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
mintstringyesBase58-encoded Solana SPL token mint address (e.g. 'EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v').
networkstring–Solana cluster to query; defaults to 'mainnet-beta' when omitted.
NameTypeReqDescription
authorities_renouncedbooleanyesTrue when both mint_authority and freeze_authority are null.
decimalsintegeryesToken decimal precision used for raw lamport/atomic unit conversion.
mintstringyesQueried Base58 SPL token mint address.
symbolstringyesCanonical token ticker symbol (e.g. 'USDC', 'SOL', 'JUP').

No examples provided.

isolate_stacktrace_root_cause ~184

Parses noisy CI/terminal logs and multi-language stack traces (Node/TS, Python, Rust, Go), strips node_modules/stdlib frames to isolate the innermost failing user-code frame, and clusters repetitive logs into Drain templates. Use when triage-debugging test failures, crash dumps, or repetitive server error logs; for compressing general source code files or prose transcripts, use prune_context_skeleton instead. Read-only edge call (32 KB, 60 RPM): accepts 'raw_log' ('runtime_hint' defaults to 'auto_detect'), supports '?demo=true' or L402 (50 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
raw_logstringyesRaw terminal output, CI failure log, or exception traceback to analyze.
runtime_hintstring–Runtime stack format hint; defaults to 'auto_detect' when omitted.
NameTypeReqDescription
deduplicated_log_templatesarrayyesDrain-clustered log patterns with occurrence counts.
error_headlinestringyesExtracted primary exception class and error message.
root_cause_fingerprintstringyesDeterministic hash of the error class and root user frame.
root_cause_frameobjectyesInnermost user-code stack frame (function_name, file, line, column).
stripped_library_frames_countintegeryesNumber of node_modules, stdlib, or internal frames filtered out.

No examples provided.

operate_computer_use_agent ~173

Plans and executes OS-level desktop, browser DOM, and GUI coordinate actions (click, type, scroll, wait) using the Gemini Computer Use agent. Use when automating interactive web UIs or desktop workflows that lack a direct REST API; for running code-first API and terminal automation tasks, use execute_antigravity_agent instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'input' ('viewport_preset' defaults to 'desktop_1080p'), supports '?demo=true' or L402 (800 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
inputstringyesUI automation goal and target webpage or application context.
viewport_presetstring–Target screen resolution for coordinate grounding; defaults to 'desktop_1080p' when omitted.
NameTypeReqDescription
agentstringyesComputer Use model identifier ('computer-use-preview-2026').
outputstringyesExecuted UI action sequence and extracted screen state.
steps_executedintegeryesNumber of GUI interaction steps performed.
successbooleanyesTrue when the UI workflow reached the target state.

No examples provided.

plan_bitcoin_utxo_consolidation ~234

Analyzes a set of Bitcoin UTXO balances in satoshis to compute exact vByte transaction weight, identify uneconomical dust inputs, and recommend whether to consolidate now or hold. Use when optimizing on-chain Bitcoin treasury UTXO sets to minimize long-term miner fee drag; for fetching current live Bitcoin mempool sat/vB feerates alone, use estimate_bitcoin_mempool_fees instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'utxos_sats_json' ('script_type' defaults to 'p2wpkh_segwit'), supports '?demo=true' or L402 (80 sats), and returns HTTP 400 if invalid.

NameTypeReqDescription
script_typestring–Bitcoin input script type determining vByte weight per input; defaults to 'p2wpkh_segwit' when omitted.
utxos_sats_jsonstringyesJSON array or comma-separated list of UTXO values in satoshis (e.g. '[1200, 45000, 85000]').
NameTypeReqDescription
estimated_consolidation_vbytesintegeryesTotal virtual byte (vB) size of the consolidation transaction.
high_fee_dust_utxosintegeryesCount of UTXOs whose input weight costs more than 3% of their value.
recommended_actionstringyesExecution timing advice ('CONSOLIDATE_NOW' or 'HOLD_UNTIL_SUB_15_SAT_VB').
utxo_countintegeryesNumber of UTXO inputs analyzed.

No examples provided.

plan_context_token_budget ~229

Counts subword BPE tokens across prompt segments, detects high-priority instructions trapped in the 35%–72% Lost-in-the-Middle attention trough, and calculates USD/satoshi costs across frontier LLMs. Use when auditing prompt token budgets, reordering prompt sections for primacy/recency attention, or comparing model API costs; for actively compressing and stripping low-salience lines from a single large file, use prune_context_skeleton instead. Read-only edge call (32 KB, 60 RPM): accepts 'segments_json' (with enum defaults), uses '?demo=true' or L402 (30 sats); HTTP 400 if invalid.

NameTypeReqDescription
max_context_tokensnumber–Target model context window limit in tokens; defaults to 128000 when omitted.
segments_jsonstringyesJSON string or array of prompt segments '[{"name":"sys","text":"...","priority":10}]' to analyze.
target_model_familystring–Primary model family for token-Window calibration; defaults to 'gemini_3_1' when omitted.
NameTypeReqDescription
lost_in_the_middle_warningsarrayyesWarnings for high-priority segments positioned in the 35%–72% attention trough.
multi_model_cost_comparisonarrayyesEstimated USD and satoshi inference cost across 5 frontier models.
optimal_primacy_recency_orderarrayyesRecommended segment ordering placing critical instructions at prompt boundaries.
total_input_tokens_estintegeryesTotal BPE tokens summed across all prompt segments.
within_budgetbooleanyesTrue when total_input_tokens_est fits inside available_input_budget.

No examples provided.

Install

How do I install the Diogenes Autonomous Microservice Gateway MCP server?

Diogenes Autonomous Microservice Gateway is a hosted endpoint at https://diogenes-micro-gateway.corinth.workers.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · diogenes-micro-gateway.corinth.workers.dev

# add to Claude Code
claude mcp add --transport http stand-out-of-my-sun-diogenes-gateway 'https://diogenes-micro-gateway.corinth.workers.dev/mcp'
Common questions

What is the Diogenes Autonomous Microservice Gateway MCP server?

Diogenes Autonomous Microservice Gateway is an MCP server listed in the public MCP registry as io.github.stand-out-of-my-sun/diogenes-gateway. Autonomous AI microservices: 55 dynamic guardrails, contract audits & oracles via L402/x402/MPP. This page covers its hosted endpoint (https://diogenes-micro-gateway.corinth.workers.dev/mcp).

Is the Diogenes Autonomous Microservice Gateway MCP server safe to use?

Diogenes Autonomous Microservice Gateway scores 61 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Diogenes Autonomous Microservice Gateway MCP server expose?

Diogenes Autonomous Microservice Gateway exposes 71 tools: verify_agent_command_safety, validate_sql_query_ast, execute_python_sandbox, audit_mcp_server_manifest, detect_mcp_schema_rugpull, and 66 more. Their descriptions and schemas cost roughly 13,455 tokens of context every time the server is loaded.

Does the Diogenes Autonomous Microservice Gateway MCP server require authentication?

No. We connected to Diogenes Autonomous Microservice Gateway without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Diogenes Autonomous Microservice Gateway MCP server still maintained?

Diogenes Autonomous Microservice Gateway is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.