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📊 Intel view 📋 Audit JSON 🔄 Changelog
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A2A A2A 0.3.0 v1.0.0

Distributed Systems Tool Gateway

tools.distributed.systems · Distributed Systems & Co.

Distributed Systems tool gateway — a meta-router MCP server. Connect once and semantically discover + execute 2,500+ tools across 40+ backends (web search, embeddings, deep research, email, finance, maps, monitoring, CRM, and more) through tool_search / execute meta-tools with lazy schema loading. Backed by Jina and Parallel search, per-tool OAuth, and a free discovery tier.

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Our probe of this card is currently failing — 404 not found
We tried /.well-known/agent-card.json and got a 404. Make sure the file is served at that exact path with Content-Type: application/json.
Last attempt: 2026-09-12 17:04 Last success: 2026-09-03 Status: 404
Raw error HTTP 404
Trust score
64/100
grade C · 9 criteria
Uptime
86.5%
37 direct probes · 30d
~242 ms response
Observed inflow · 30d
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
stable
1 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

C
Conformance score: 64/100
C-grade: usable but has clear conformance issues, review the breakdown below.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification).
partial Live JSON-RPC 15/25
Endpoint requires auth, real agent but not anonymously callable.
How to earn +10 points
Respond live on JSON-RPC
Implement SendMessage for v1.0 (or message/send for v0.x), negotiate A2A-Version, and return a schema-valid JSON-RPC response. Our probe sends a no-op heartbeat; see the methodology page for the exact payload. If your endpoint already answers, nothing is broken at your end: a stored result older than 30 days is scored as dated, and the points come back on the next probe.
Docs →
partial Protocol version 5/10
Declares pre-1.0 A2A 0.3.0 (Google preview). Upgrade to v1.x for full points.
How to earn +5 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
partial Uptime track record 13/15
32/37 probes succeeded (86% uptime).
How to earn +2 points
Stabilise uptime
We probe every agent on a tiered schedule and grade the last 30 days. Sustained 99 %+ uptime over 20+ conclusive probes scores full points. Probes you refuse us (HTTP 429/403, a WAF challenge, robots.txt) no longer count against you either way, so what is left is genuine unavailability — usually a transient 5xx on cold start.
Docs →
pass Skill declaration 10/10
Declares 4 skills with structured metadata.
partial Verified Identity 5/10
Provider declared: Distributed Systems & Co. (https://tools.distributed.systems). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
partial Security declaration 2/5
Declares 2 security scheme(s) but none use PKCE or mTLS.
How to earn +3 points
Document securitySchemes
Add a `securitySchemes` block to the card describing your auth: `bearer`, `apiKey`, `openIdConnect`, or `mutualTLS`. Routers refuse to call agents that declare no auth model.
Docs →

Activity (audit trail)

last 24h · 0 invocations Public aggregate · no PII recorded

Nothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

1 snapshot Every change to agent-card.json
Captured Hash
2026-08-07 10:53:20 current 6108b583f410… view →
Uptime
86.5%
37 direct probes · 30d
Response
last direct probe
Skills
4
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://tools.distributed.systems/.well-known/agent-card.json
Providerhttps://tools.distributed.systems
Docshttps://tools.distributed.systems/docs
Discovered via
github_code recrawl_hot recrawl_warm

Skills · 4 declared · mapped to canonical taxonomy

Semantic tool discovery

Natural-language search over the full tool catalog; returns ranked tools with schemas on demand (lazy loading — never ship 2,500 schemas into context).

canonical Semantic Code Search match 86%
metadiscoveryrouting
Execute any catalog tool

Execute a discovered tool by name with JSON arguments; sync, streaming, and job execution modes.

canonical Shell and Process Execution match 84%
metaexecution
Deep research

Multi-source research synthesis (deep_search) and web-scale entity prospecting (find_all).

canonical General Web Search match 88%
researchsearch
Embeddings & reranking

Jina v3/v4 embeddings (task adapters, Matryoshka dims), reranking, classification, and segmentation.

canonical Vector Search and Embeddings match 85%
embeddingsretrieval

Health · last 30 probes

When HTTP Live JSON-RPC Latency
2026-09-12 17:04:20 404
2026-09-10 19:45:11 404
2026-09-09 02:56:03 401
2026-09-09 02:35:57 404
2026-09-07 06:17:07 404
2026-09-05 09:32:14 404
2026-09-03 09:02:09 200 170ms
2026-09-01 12:45:27 200 227ms
2026-09-01 06:23:19 200 348ms
2026-09-01 00:14:19 200 244ms

Cheaper or better alternatives per-skill

↑ 4 higher quality

For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.

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Agenstry grade Uptime A2A protocol version
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/tools.distributed.systems.svg)](https://agenstry.com/agents/tools.distributed.systems)
[![Verified Business](https://agenstry.com/badge/tools.distributed.systems/identity.svg)](https://agenstry.com/agents/tools.distributed.systems)
[![Uptime](https://agenstry.com/badge/tools.distributed.systems/uptime.svg)](https://agenstry.com/agents/tools.distributed.systems)
[![A2A version](https://agenstry.com/badge/tools.distributed.systems/protocol.svg)](https://agenstry.com/agents/tools.distributed.systems)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "protocolVersion": "0.3.0",
  "name": "Distributed Systems Tool Gateway",
  "description": "Distributed Systems tool gateway \u2014 a meta-router MCP server. Connect once and semantically discover + execute 2,500+ tools across 40+ backends (web search, embeddings, deep research, email, finance, maps, monitoring, CRM, and more) through tool_search / execute meta-tools with lazy schema loading. Backed by Jina and Parallel search, per-tool OAuth, and a free discovery tier.",
  "url": "https://tools.distributed.systems/mcp",
  "preferredTransport": "JSONRPC",
  "provider": {
    "organization": "Distributed Systems & Co.",
    "url": "https://tools.distributed.systems"
  },
  "version": "1.0.0",
  "documentationUrl": "https://tools.distributed.systems/docs",
  "capabilities": {
    "streaming": true,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "securitySchemes": {
    "oauth2": {
      "type": "oauth2",
      "description": "OAuth 2.0 \u2014 see /.well-known/oauth-protected-resource"
    },
    "bearer": {
      "type": "http",
      "scheme": "bearer"
    }
  },
  "security": [
    {
      "oauth2": []
    },
    {
      "bearer": []
    }
  ],
  "defaultInputModes": [
    "application/json",
    "text/plain"
  ],
  "defaultOutputModes": [
    "application/json",
    "text/plain"
  ],
  "skills": [
    {
      "id": "tool_search",
      "name": "Semantic tool discovery",
      "description": "Natural-language search over the full tool catalog; returns ranked tools with schemas on demand (lazy loading \u2014 never ship 2,500 schemas into context).",
      "tags": [
        "meta",
        "discovery",
        "routing"
      ],
      "examples": [
        "find a tool that searches the web"
      ]
    },
    {
      "id": "execute_tool",
      "name": "Execute any catalog tool",
      "description": "Execute a discovered tool by name with JSON arguments; sync, streaming, and job execution modes.",
      "tags": [
        "meta",
        "execution"
      ],
      "examples": [
        "execute search with {\"query\": \"...\"}"
      ]
    },
    {
      "id": "deep_research",
      "name": "Deep research",
      "description": "Multi-source research synthesis (deep_search) and web-scale entity prospecting (find_all).",
      "tags": [
        "research",
        "search"
      ],
      "examples": [
        "research the current state of MCP registries"
      ]
    },
    {
      "id": "embeddings",
      "name": "Embeddings & reranking",
      "description": "Jina v3/v4 embeddings (task adapters, Matryoshka dims), reranking, classification, and segmentation.",
      "tags": [
        "embeddings",
        "retrieval"
      ],
      "examples": [
        "embed this passage for retrieval"
      ]
    }
  ]
}