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Diogenes Autonomous Microservice Gateway

Server Details

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

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Status
Healthy
Uptime
94.1% over 22 days
Last Tested
Transport
Streamable HTTP · MCP 2024-11-05
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Repository
stand-out-of-my-sun/diogenes-micro-gateway
GitHub Stars
4
Server Listing
Diogenes Microservice Gateway
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TDQS

A4/5.0

Scored across 3 tools

Disambiguation5/5

The three tools map cleanly onto distinct phases of a gateway workflow: search (discover), schema lookup (inspect), and invocation (execute). There is no plausible overlap — an agent can tell exactly which one to call at each step, and the descriptions even state the intended ordering (discover → inspect → execute).

Naming Consistency5/5

All three follow the same namespace-prefixed verb_noun convention (diogenes_discover_tools, diogenes_execute_tool, diogenes_inspect_tool). The only nit is the plural/singular mismatch on 'tools' vs 'tool', which is trivial and does not impede predictability.

Tool Count4/5

Three tools is the minimal correct surface for a discover/inspect/execute meta-gateway fronting 121 microservices, and it avoids exploding the surface into 121 entries. It is slightly thin in that no tool exists for account or payment-state queries, but the core scope is well earned.

Completeness3/5

Discovery, schema inspection, and execution cover the primary lifecycle, but the payment dimension — a headline feature — is incomplete: there is no tool to check balance, poll a 402 challenge status, or retrieve a settlement receipt after supplying payment_proof. Inspect also caps at 5 tools per call with no pagination guidance, which will force repeated calls for larger result sets.

Available Tools

3 tools
diogenes_discover_toolsDiscover Diogenes Edge MicroservicesA
Read-onlyIdempotent
Inspect

Search 121 deterministic edge microservices across 9 domain suites (gemini-suite, eve-frontier, web3-security, agent-guardrails, dev-utilities, neural-search-engine, data-pipeline, crypto-market, code-execution). Returns matching tool names, 1-line summaries, satoshi/USDC prices, and free-tier flags.

NameRequiredDescriptionDefault
queryNoSearch keywords (e.g. 'solana risk', 'json heal', 'eve turret', 'guardrail', 'svg preview', 'ptb drain')
domainNoOptional filter by domain package. Defaults to 'all'.
free_onlyNoIf true, returns only tools that can be executed with zero payment (free developer tier).

Output Schema

NameRequiredDescription
toolsNo
total_matchesNo

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so safety is covered. The description adds real value beyond that by disclosing the catalog size (121 tools), the domain partitioning, and exactly which fields come back (names, 1-line summaries, satoshi/USDC prices, free-tier flags), which tells the agent this is a cheap pre-flight lookup.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the verb and scale, second sentence dedicated to return shape. No filler, and the domain list earns its place by conveying the breadth of coverage at a glance.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a three-optional-parameter read-only search with an output schema, the description covers purpose, scope and return fields adequately. It would be complete at 5 if it told the agent to call this before execute/inspect, but nothing required to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the schema already documents query, domain (with full enum) and free_only, so the description adds little parameter meaning beyond repeating the domain suite names that already appear in the enum. Baseline 3 applies since the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Search') and resource ('121 deterministic edge microservices across 9 domain suites'), plus an enumerated list of domains and the shape of the results. An agent can tell this is a catalog/discovery operation rather than an execution or inspection one, though it never names diogenes_execute_tool or diogenes_inspect_tool to sharpen the distinction.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is only implied — an agent is expected to infer that you call this first to find a tool before calling diogenes_execute_tool. There is no explicit 'use this when...' clause, no statement of when-not to use it, and no routing to the inspect/execute siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

diogenes_execute_toolExecute Diogenes MicroserviceAInspect

Universally execute any of the 121 Diogenes edge microservices. Free-tier tools execute with zero payment. Paid tools execute when payment_proof is supplied, or return an HTTP 402 payment challenge with Lightning L402 invoice, Solana x402 address, Base MPP wallet, and Garlicoin 0-conf treasury for automated settlement.

NameRequiredDescriptionDefault
argumentsNoArguments matching the tool's inputSchema retrieved via diogenes_inspect_tool.
tool_nameYesName of the tool to execute (e.g. 'solana_risk', 'malformed_json_healer', 'guardrail_verify', 'plan_eve_gate_route').
payment_proofNoOptional payment proof for paid tools. Accepts: (1) L402 preimage hex, (2) Solana tx signature base58, (3) Base EVM tx hash 0x..., (4) Garlicoin txid 64-char hex, or (5) Diogenes session key.

Output Schema

NameRequiredDescription
resultNo
statusNo
payment_challengeNoReturned only on HTTP 402 when a paid tool is called without valid payment_proof.

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare openWorld, non-readOnly, non-idempotent behavior, so the description's value is the payment semantics it adds: the 402 challenge and the specific settlement rails returned. It stops short of describing failure modes beyond payment, side effects on the remote service, or whether executions are logged/repeatable.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the core capability and followed by the payment condition. The enumeration of four payment rails is dense but each names a real settlement path; nothing is padded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a universal dispatcher, the hardest thing an agent must know is the payment gate, and the description covers it precisely; return values are covered by the output schema and arguments by the schema field descriptions. Nothing essential to calling it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the schema already enumerates accepted payment_proof formats and explains the arguments object. The description only adds the free-vs-paid gating context that determines whether payment_proof matters, so it earns the baseline 3 rather than more.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: execute any of the 121 Diogenes edge microservices. That is clearly distinct from the sibling verbs discover and inspect, although the description never explicitly says to resolve arguments via diogenes_inspect_tool first (only the schema's arguments field does).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives the key routing rule: free-tier tools run with no payment, paid tools require payment_proof or return a 402 challenge. It does not spell out the prerequisite workflow (discover -> inspect -> execute) or when execution rather than inspection is the right choice; that is left to the sibling names and schema.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

diogenes_inspect_toolInspect Tool SchemasA
Read-onlyIdempotent
Inspect

Retrieve full JSON Schema definitions, input parameters, and usage instructions for up to 5 Diogenes tools. Call this after discovering tools to inspect exact parameter types before execution.

NameRequiredDescriptionDefault
tool_namesYesArray of up to 5 tool names discovered via diogenes_discover_tools (e.g. ['malformed_json_healer', 'solana_risk']).

Output Schema

NameRequiredDescription
toolsNo

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive, closed-world behavior, and an output schema exists. The description adds useful context beyond that: a hard batch cap of 5 tools and the fact that results include schemas, parameters, and usage instructions. It omits error behavior for unknown tool names.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with no filler, and the purpose plus the 'when to call' instruction is front-loaded in a single pass.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-parameter read tool with rich annotations and an output schema, the description covers what is needed to call it correctly. The only real gap is behavior when a requested tool name is invalid or unknown.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the single parameter is fully documented in the schema; the description's only added detail is restating the 'up to 5' cap. With the schema doing the heavy lifting, the baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Retrieve full JSON Schema definitions, input parameters, and usage instructions') plus a scope limit ('up to 5 Diogenes tools'). This is clearly distinct from its siblings diogenes_discover_tools and diogenes_execute_tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives an explicit ordering rule: call after discovering tools and before execution to check exact parameter types. That effectively routes agents from discover → inspect → execute. It does not state exclusions or when to skip inspection (e.g. simple/no-arg tools), so it falls short of a full 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changeddiogenes_discover_tools1 field changed
      • changedInput schema / properties / free_only / description
        Previous value: -"If true, returns only tools that can be executed with zero payment (loss-leader tier)."New value: +"If true, returns only tools that can be executed with zero payment (free developer tier)."
  2. 110 tool updates
    • Removedanalyze_ast_symbol_graph
    • Removedanalyze_media_sentiment
    • Removedanalyze_news_recency
    • Removedanalyze_omni_multimodal_input
    • Removedanalyze_query_plan
    • Removedapply_fuzzy_code_patch
    • Removedarbitrate_agent_deliverable_escrow
    • Removedaudit_mcp_server_manifest
    • Removedaudit_module_dependency_cycles
    • Removedaudit_outbound_egress_url
    • Removedaudit_response_factuality
    • Removedaudit_smart_contract_code
    • Removedaudit_sql_injection_ast
    • Removedaudit_transaction_isolation
    • Removedcalculate_pool_headroom
    • Removedcalculate_spot_swap_rate
    • Removedclean_tabular_dataset
    • Removedcluster_topic_subgraphs
    • Removedcompare_crosschain_bridge_routes
    • Removedcompile_competitive_landscape
    • Removedcompile_mpp_research_dossier
    • Removedcompile_polyglot_type_schemas
    • Removedcompile_research_dossier
    • Removedcompile_rss_feed
    • Removedcompile_xml_agent_prompt
    • Removedcompose_lyria_music_track
    • Removedconduct_deep_research_investigation
    • Removedcrawl_sitemap_urls
    • Removeddecode_eip712_permit_signature
    • Removeddetect_address_poisoning_scam
    • Removeddetect_agent_action_loop
    • Removeddetect_breaking_migrations
    • Removeddetect_mcp_schema_rugpull
    • Removeddetect_openapi_breaking_changes
    • Removeddetect_paywall_and_bypass
    • Removeddiff_agent_memory_checkpoint
    • Addeddiogenes_discover_tools
    • Addeddiogenes_execute_tool
    • Addeddiogenes_inspect_tool
    • Removedenforce_json_schema_types
    • Removedestimate_bitcoin_mempool_fees
    • Removedestimate_solana_priority_fees
    • Removedevaluate_ab_statistical_significance
    • Removedevaluate_deterministic_math
    • Removedevaluate_dex_mev_risk
    • Removedevaluate_seo_diagnostics
    • Removedevaluate_solana_token_risk
    • Removedexecute_antigravity_agent
    • Removedexecute_python_sandbox
    • Removedexpand_search_queries
    • Removedextract_clean_markdown
    • Removedextract_contact_info
    • Removedextract_page_hyperlinks
    • Removedextract_scholarly_citations
    • Removedextract_structured_json_entities
    • Removedextract_structured_metadata
    • Removedfilter_domain_intelligence
    • Removedgenerate_boundary_test_vectors
    • Removedgenerate_gemini_completion
    • Removedgenerate_gemini_embeddings
    • Removedgenerate_nano_banana_image
    • Removedgenerate_orm_models
    • Removedgenerate_veo_cinematic_video
    • Removedgenerate_x402_vector_embeddings
    • Removedheal_malformed_json
    • Removedinfer_mpp_streaming_session
    • Removedinspect_solana_token_liquidity
    • Removedisolate_css_selectors
    • Removedisolate_stacktrace_root_cause
    • Removedoperate_computer_use_agent
    • Removedparse_html_tables
    • Removedplan_bitcoin_utxo_consolidation
    • Removedplan_context_token_budget
    • Removedplan_robotics_spatial_trajectory
    • Removedprocess_live_audio_dialogue
    • Removedprune_context_skeleton
    • Removedrank_expert_sources
    • Removedrecommend_database_indexes
    • Removedredact_sensitive_pii
    • Removedrerank_hybrid_rag_chunks
    • Removedroute_mcp_workflow_plan
    • Removedsanitize_html_content
    • Removedsanitize_sql_telemetry
    • Removedsanitize_tool_output_stream
    • Removedscan_solana_cpi_reentrancy
    • Removedschedule_critical_path_tasks
    • Removedscrape_readable_article
    • Removedsearch_gemini_grounded_maps
    • Removedsearch_gemini_grounded_web
    • Removedsimulate_evm_transaction_calldata
    • Removedsimulate_monte_carlo_risk
    • Removedsummarize_technical_document
    • Removedsummarize_temporal_timeline
    • Removedsynthesize_gemini_speech_audio
    • Removedsynthesize_neural_search
    • Removedsynthesize_python_automation_code
    • Removedsynthesize_safe_regex
    • Removedsynthesize_seed_fixtures
    • Removedsynthesize_sql_query
    • Removedsynthesize_web_intelligence_brief
    • Removedtrack_solana_whale_flows
    • Removedtranspile_sql_dialect
    • Removedvalidate_mcp_sampling_request
    • Removedvalidate_schema_normalization
    • Removedvalidate_sql_query_ast
    • Removedverify_a2a_agent_card
    • Removedverify_agent_command_safety
    • Removedverify_context_compaction_fidelity
    • Removedverify_factual_claims
    • Removedverify_http402_payment_challenge
  3. 1 tool update
    • Changedevaluate_solana_token_risk5 fields changed
      • addedOutput schema / properties / reason_codes
        Added value: +{
        +  "description": "Programmatic risk verdicts and reason codes (e.g. REGULATED_STABLECOIN_FREEZE_AUTHORITY, TOKEN_2022_PERMANENT_DELEGATE).",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / slot
        Added value: +{
        +  "description": "Solana block slot at which the on-chain mint and authority state was verified.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / token_2022_extensions
        Added value: +{
        +  "description": "Detected Token-2022 extensions including permanent delegate, transfer hook, default frozen, and transfer fees.",
        +  "properties": {
        +    "default_account_frozen": {
        +      "description": "True if new token accounts are initialized in frozen state by default.",
        +      "type": "boolean"
        +    },
        +    "permanent_delegate_present": {
        +      "description": "True if a Token-2022 permanent delegate can arbitrarily transfer or burn holder tokens.",
        +      "type": "boolean"
        +    },
        +    "transfer_fee_active": {
        +      "description": "True if transfer fee extension withholds tokens on transfer.",
        +      "type": "boolean"
        +    },
        +    "transfer_hook_present": {
        +      "description": "True if an external transfer hook program executes on every transfer.",
        +      "type": "boolean"
        +    }
        +  },
        +  "required": [
        +    "permanent_delegate_present",
        +    "transfer_hook_present",
        +    "transfer_fee_active",
        +    "default_account_frozen"
        +  ],
        +  "type": "object"
        +}
      • addedOutput schema / properties / token_standard
        Added value: +{
        +  "description": "Identified Solana token program standard ('spl-token', 'token-2022', or 'native-sol').",
        +  "type": "string"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "valid_base58",
        -  "risk_score",
        -  "should_transact",
        -  "freeze_authority_present"
        -]New value: +[
        +  "valid_base58",
        +  "risk_score",
        +  "should_transact",
        +  "freeze_authority_present",
        +  "reason_codes",
        +  "slot",
        +  "token_standard",
        +  "token_2022_extensions"
        +]
  4. 3 tool updates
    • Changedanalyze_ast_symbol_graph2 fields changed
      • addedInput schema / properties / source_text
        Added value: +{
        +  "description": "Alias for code: source code file content to parse.",
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "source_text"
        -]New value: +[
        +  "code"
        +]
    • Changedcompile_mpp_research_dossier3 fields changed
      • addedInput schema / properties / research_topic
        Added value: +{
        +  "description": "Alias for query: research topic or technical question to investigate.",
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "research_topic"
        -]New value: +[
        +  "query"
        +]
      • changedOutput schema / required
        Previous value: -[
        -  "search_prompt",
        -  "key_findings",
        -  "synthesis_quality_score",
        -  "sources_cited"
        -]New value: +[
        +  "query",
        +  "key_findings",
        +  "synthesis_quality_score",
        +  "sources_cited"
        +]
    • Changedevaluate_deterministic_math2 fields changed
      • addedInput schema / properties / math_formula
        Added value: +{
        +  "description": "Alias for expression: algebraic formula to evaluate.",
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "math_formula"
        -]New value: +[
        +  "expression"
        +]
  5. 36 tool updates
    • Addedanalyze_media_sentiment
    • Addedanalyze_news_recency
    • Addedanalyze_query_plan
    • Addedaudit_sql_injection_ast
    • Addedaudit_transaction_isolation
    • Addedcalculate_pool_headroom
    • Addedcluster_topic_subgraphs
    • Addedcompile_competitive_landscape
    • Addedcompile_research_dossier
    • Addedcompile_rss_feed
    • Addedcrawl_sitemap_urls
    • Addeddetect_breaking_migrations
    • Addeddetect_paywall_and_bypass
    • Addedevaluate_seo_diagnostics
    • Addedexpand_search_queries
    • Addedextract_clean_markdown
    • Addedextract_contact_info
    • Addedextract_page_hyperlinks
    • Addedextract_scholarly_citations
    • Addedextract_structured_metadata
    • Addedfilter_domain_intelligence
    • Addedgenerate_orm_models
    • Addedisolate_css_selectors
    • Addedparse_html_tables
    • Addedrank_expert_sources
    • Addedrecommend_database_indexes
    • Addedsanitize_html_content
    • Addedsanitize_sql_telemetry
    • Addedscrape_readable_article
    • Addedsummarize_temporal_timeline
    • Addedsynthesize_neural_search
    • Addedsynthesize_seed_fixtures
    • Addedsynthesize_sql_query
    • Addedtranspile_sql_dialect
    • Addedvalidate_schema_normalization
    • Addedverify_factual_claims
  6. 7 tool updates
    • Changedanalyze_ast_symbol_graph1 field changed
      • changedInput schema / required
        Previous value: -[
        -  "code"
        -]New value: +[
        +  "source_text"
        +]
    • Changedaudit_outbound_egress_url3 fields changed
      • addedInput schema / properties / destination_uri
        Added value: +{
        +  "description": "Outbound HTTP/HTTPS destination URI to inspect before fetching (e.g. 'https://api.example.com/v1/webhook').",
        +  "type": "string"
        +}
      • removedInput schema / properties / target_url
        Removed value: -{
        -  "description": "Full outbound HTTP/HTTPS URL to inspect before fetching (e.g. 'https://api.example.com/v1/webhook').",
        -  "type": "string"
        -}
      • changedInput schema / required
        Previous value: -[
        -  "target_url"
        -]New value: +[
        +  "destination_uri"
        +]
    • Changedcompile_mpp_research_dossier2 fields changed
      • changedInput schema / required
        Previous value: -[
        -  "query"
        -]New value: +[
        +  "research_topic"
        +]
      • changedOutput schema / required
        Previous value: -[
        -  "query",
        -  "key_findings",
        -  "synthesis_quality_score",
        -  "sources_cited"
        -]New value: +[
        +  "search_prompt",
        +  "key_findings",
        +  "synthesis_quality_score",
        +  "sources_cited"
        +]
    • Changedevaluate_deterministic_math1 field changed
      • changedInput schema / required
        Previous value: -[
        -  "expression"
        -]New value: +[
        +  "math_formula"
        +]
    • Changedexecute_python_sandbox3 fields changed
      • removedInput schema / properties / code
        Removed value: -{
        -  "description": "Python 3 source code snippet to audit and execute in the isolated sandbox.",
        -  "type": "string"
        -}
      • addedInput schema / properties / python_script
        Added value: +{
        +  "description": "Python 3 source script to audit and execute strictly inside an isolated AST-governed, non-privileged WebAssembly sandbox with no host filesystem access.",
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "code"
        -]New value: +[
        +  "python_script"
        +]
    • Changedrerank_hybrid_rag_chunks3 fields changed
      • removedInput schema / properties / query
        Removed value: -{
        -  "description": "Technical search query or question used to score candidate chunks.",
        -  "type": "string"
        -}
      • addedInput schema / properties / search_prompt
        Added value: +{
        +  "description": "Technical search prompt or question used to score candidate chunks.",
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "query",
        -  "documents_json"
        -]New value: +[
        +  "search_prompt",
        +  "documents_json"
        +]
    • Changedvalidate_sql_query_ast3 fields changed
      • removedInput schema / properties / query
        Removed value: -{
        -  "description": "SQL query string to parse and validate (e.g. 'SELECT id, email FROM users WHERE active = 1').",
        -  "type": "string"
        -}
      • addedInput schema / properties / sql_statement
        Added value: +{
        +  "description": "SQL statement string to statically parse and audit for read-only SELECT compliance (e.g. 'SELECT id, email FROM users WHERE active = 1').",
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "query"
        -]New value: +[
        +  "sql_statement"
        +]
  7. 14 tool updates
    • Removedanalyze_eve_killmail_threats
    • Removedaudit_eve_tribe_standings
    • Removedcompile_eve_gate_acl
    • Removedfind_eve_ssu_arbitrage
    • Removedgenerate_eve_assembly_move
    • Removedinspect_eve_assembly_state
    • Removedmonitor_eve_constellation_fuel
    • Removedoptimize_eve_node_power
    • Removedplan_eve_gate_route
    • Removedprioritize_eve_turret_targets
    • Removedquote_eve_ssu_market
    • Removedsimulate_eve_capacitor_siege
    • Removedsimulate_eve_sui_ptb
    • Removedverify_eve_zklogin_character
  8. 158 tool updates
    • Removedagent_context_compaction_verifier
    • Removedagent_hallucination_auditor
    • Removedagent_loop_circuit_breaker
    • Removedagent_mcp_manifest_auditor
    • Removedagent_mcp_router
    • Removedagent_memory_checkpoint_diff
    • Removedagent_prompt_compiler
    • Removedagent_schema_enforcer
    • Removedagent_sql_guard
    • Removedai_antigravity_agent
    • Removedai_audio_live
    • Removedai_code_gen
    • Removedai_computer_use
    • Removedai_deep_research
    • Removedai_embeddings
    • Removedai_extract
    • Removedai_generate
    • Removedai_grounded_maps
    • Removedai_grounded_search
    • Removedai_image_gen
    • Removedai_music_gen
    • Removedai_omni
    • Removedai_robotics
    • Removedai_summarize
    • Removedai_tts
    • Removedai_video_gen
    • Addedanalyze_ast_symbol_graph
    • Addedanalyze_eve_killmail_threats
    • Addedanalyze_omni_multimodal_input
    • Addedapply_fuzzy_code_patch
    • Addedarbitrate_agent_deliverable_escrow
    • Addedaudit_eve_tribe_standings
    • Addedaudit_mcp_server_manifest
    • Addedaudit_module_dependency_cycles
    • Addedaudit_outbound_egress_url
    • Addedaudit_response_factuality
    • Addedaudit_smart_contract_code
    • Addedcalculate_spot_swap_rate
    • Removedclean_data
    • Addedclean_tabular_dataset
    • Removedcode_ast_symbol_graph
    • Removedcode_dependency_cycle_audit
    • Removedcode_fuzzy_diff_patcher
    • Removedcode_polyglot_type_compiler
    • Removedcode_sandbox
    • Removedcode_stacktrace_root_cause
    • Addedcompare_crosschain_bridge_routes
    • Addedcompile_eve_gate_acl
    • Addedcompile_mpp_research_dossier
    • Addedcompile_polyglot_type_schemas
    • Addedcompile_xml_agent_prompt
    • Addedcompose_lyria_music_track
    • Addedconduct_deep_research_investigation
    • Removedcontext_hybrid_reranker
    • Removedcontext_smart_pruner
    • Removedcontext_token_budget_planner
    • Removedcontract_audit
    • Removedcrypto_address_poisoning_check
    • Removedcrypto_bridge_quote
    • Removedcrypto_eip712_permit_decoder
    • Removedcrypto_utxo_consolidation_planner
    • Addeddecode_eip712_permit_signature
    • Addeddetect_address_poisoning_scam
    • Addeddetect_agent_action_loop
    • Addeddetect_mcp_schema_rugpull
    • Addeddetect_openapi_breaking_changes
    • Addeddiff_agent_memory_checkpoint
    • Addedenforce_json_schema_types
    • Addedestimate_bitcoin_mempool_fees
    • Addedestimate_solana_priority_fees
    • Addedevaluate_ab_statistical_significance
    • Addedevaluate_deterministic_math
    • Addedevaluate_dex_mev_risk
    • Addedevaluate_solana_token_risk
    • Removedeve_gate_route_planner
    • Removedeve_killmail_threat_intel
    • Removedeve_move_assembly_coder
    • Removedeve_network_node_gj_optimizer
    • Removedeve_sovereignty_fuel_radar
    • Removedeve_ssu_market_maker
    • Removedeve_sui_ptb_simulator
    • Removedeve_turret_target_matrix
    • Removedeve_zklogin_character_verifier
    • Addedexecute_antigravity_agent
    • Addedexecute_python_sandbox
    • Addedextract_structured_json_entities
    • Addedfind_eve_ssu_arbitrage
    • Addedgenerate_boundary_test_vectors
    • Addedgenerate_eve_assembly_move
    • Addedgenerate_gemini_completion
    • Addedgenerate_gemini_embeddings
    • Addedgenerate_nano_banana_image
    • Addedgenerate_veo_cinematic_video
    • Addedgenerate_x402_vector_embeddings
    • Removedguardrail_verify
    • Addedheal_malformed_json
    • Removedhttp402_challenge_verifier
    • Addedinfer_mpp_streaming_session
    • Addedinspect_eve_assembly_state
    • Addedinspect_solana_token_liquidity
    • Addedisolate_stacktrace_root_cause
    • Removedjson_repair
    • Removedmcp_rugpull_diff
    • Removedmcp_sampling_guard
    • Removedmempool_fee
    • Removedmev_risk
    • Addedmonitor_eve_constellation_fuel
    • Removedmpp_agent_escrow_arbiter
    • Removedmpp_deep_search
    • Removedmpp_session_infer
    • Addedoperate_computer_use_agent
    • Addedoptimize_eve_node_power
    • Addedplan_bitcoin_utxo_consolidation
    • Addedplan_context_token_budget
    • Addedplan_eve_gate_route
    • Addedplan_robotics_spatial_trajectory
    • Addedprioritize_eve_turret_targets
    • Addedprocess_live_audio_dialogue
    • Addedprune_context_skeleton
    • Addedquote_eve_ssu_market
    • Addedredact_sensitive_pii
    • Removedregex_oracle
    • Addedrerank_hybrid_rag_chunks
    • Addedroute_mcp_workflow_plan
    • Addedsanitize_tool_output_stream
    • Addedscan_solana_cpi_reentrancy
    • Addedschedule_critical_path_tasks
    • Removedscrub_pii
    • Addedsearch_gemini_grounded_maps
    • Addedsearch_gemini_grounded_web
    • Addedsimulate_eve_capacitor_siege
    • Addedsimulate_eve_sui_ptb
    • Addedsimulate_evm_transaction_calldata
    • Addedsimulate_monte_carlo_risk
    • Removedsolana_risk
    • Removedsolver_constraint_scheduler
    • Removedsolver_deterministic_math
    • Removedsolver_statistical_ab_judge
    • Addedsummarize_technical_document
    • Removedswap_rate
    • Addedsynthesize_gemini_speech_audio
    • Addedsynthesize_python_automation_code
    • Addedsynthesize_safe_regex
    • Addedsynthesize_web_intelligence_brief
    • Removedtool_output_firewall
    • Addedtrack_solana_whale_flows
    • Addedvalidate_mcp_sampling_request
    • Addedvalidate_sql_query_ast
    • Addedverify_a2a_agent_card
    • Addedverify_agent_command_safety
    • Addedverify_context_compaction_fidelity
    • Addedverify_eve_zklogin_character
    • Addedverify_http402_payment_challenge
    • Removedweb_brief
    • Removedx402_embeddings
    • Removedx402_solana_priority_fee_oracle
    • Removedx402_token_meta
    • Removedx402_whale_radar
  9. 12 tool updates
    • Addedagent_memory_checkpoint_diff
    • Addedcode_ast_symbol_graph
    • Addedcode_dependency_cycle_audit
    • Addedcode_fuzzy_diff_patcher
    • Addedcode_polyglot_type_compiler
    • Addedcode_stacktrace_root_cause
    • Addedcontext_hybrid_reranker
    • Addedcontext_smart_pruner
    • Addedcontext_token_budget_planner
    • Addedsolver_constraint_scheduler
    • Addedsolver_deterministic_math
    • Addedsolver_statistical_ab_judge
  10. 40 tool updates
    • Addedagent_context_compaction_verifier
    • Addedagent_hallucination_auditor
    • Addedagent_mcp_manifest_auditor
    • Addedagent_prompt_compiler
    • Addedagent_sql_guard
    • Addedai_antigravity_agent
    • Addedai_audio_live
    • Addedai_code_gen
    • Addedai_computer_use
    • Addedai_deep_research
    • Addedai_embeddings
    • Addedai_extract
    • Addedai_generate
    • Addedai_grounded_maps
    • Addedai_grounded_search
    • Addedai_image_gen
    • Addedai_music_gen
    • Addedai_omni
    • Addedai_robotics
    • Addedai_summarize
    • Addedai_tts
    • Addedai_video_gen
    • Addedclean_data
    • Addedcrypto_address_poisoning_check
    • Addedcrypto_eip712_permit_decoder
    • Addedcrypto_utxo_consolidation_planner
    • Addedeve_killmail_threat_intel
    • Addedeve_sovereignty_fuel_radar
    • Addedeve_ssu_market_maker
    • Addedeve_turret_target_matrix
    • Addedeve_zklogin_character_verifier
    • Addedmempool_fee
    • Addedmpp_agent_escrow_arbiter
    • Addedmpp_session_infer
    • Addedscrub_pii
    • Addedswap_rate
    • Addedx402_embeddings
    • Addedx402_solana_priority_fee_oracle
    • Addedx402_token_meta
    • Addedx402_whale_radar
  11. 6 tool updates
    • Addedagent_loop_circuit_breaker
    • Addedeve_sui_ptb_simulator
    • Addedhttp402_challenge_verifier
    • Addedmcp_rugpull_diff
    • Addedmcp_sampling_guard
    • Addedtool_output_firewall
  12. 15 tool updates
    • First observedagent_mcp_router
    • First observedagent_schema_enforcer
    • First observedcode_sandbox
    • First observedcontract_audit
    • First observedcrypto_bridge_quote
    • First observedeve_gate_route_planner
    • First observedeve_move_assembly_coder
    • First observedeve_network_node_gj_optimizer
    • First observedguardrail_verify
    • First observedjson_repair
    • First observedmev_risk
    • First observedmpp_deep_search
    • First observedregex_oracle
    • First observedsolana_risk
    • First observedweb_brief

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