# JarvisClaw AI Gateway (remote · api.jarvisclaw.ai)

Unified AI API marketplace - LLMs, image, video, audio, MCP tools with x402 payments.

- Trust score: 65/100 (medium)
- Change this week: +2
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `api.jarvisclaw.ai`: 65/100 (this document), [markdown](https://verifymcp.io/servers/api-jarvisclaw-jarvisclaw/api.md), [page](https://verifymcp.io/servers/api-jarvisclaw-jarvisclaw/api)

## Channel facts

- Endpoint: `https://api.jarvisclaw.ai/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.1`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 9 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 81/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 1257 tokens (~96/item across 13 items; 9 tools + 4 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 98/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 95% of tool parameters carry a description.
- **Capabilities**: 40/100
  - Spec-recency check failed: implements MCP spec 2025-03-26; the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http api-jarvisclaw-jarvisclaw https://api.jarvisclaw.ai/mcp
```

### Codex

```toml
[mcp_servers.api-jarvisclaw-jarvisclaw]
url = "https://api.jarvisclaw.ai/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "api-jarvisclaw-jarvisclaw": {
      "type": "remote",
      "url": "https://api.jarvisclaw.ai/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add api-jarvisclaw-jarvisclaw --url https://api.jarvisclaw.ai/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  api-jarvisclaw-jarvisclaw:
    url: "https://api.jarvisclaw.ai/mcp"
```

### Other

```json
{
  "mcpServers": {
    "api-jarvisclaw-jarvisclaw": {
      "type": "http",
      "url": "https://api.jarvisclaw.ai/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 64, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [security] Tool “get_api_detail” rewrote its description, which is the text the model reads
- [security] Tool “search_apis” rewrote its description, which is the text the model reads
- [cosmetic] “get_api_detail” reworded the description of “slug”
- [cosmetic] “search_apis” reworded the description of “category”
- [cosmetic] “search_apis” reworded the description of “query”

### 2026-07-31 (score 64, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 64, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 63, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 62)

First indexed and scored.

## MCP tools (9)

### `list_models` (~56 tokens)

List every AI model available on JarvisClaw — GPT, Claude, Gemini, DeepSeek, and more — with the model IDs you plug straight into the chat tool. Free, and the fastest way to see what you can call.

### `chat` (~158 tokens)

Send a chat completion to any model on JarvisClaw through one OpenAI-compatible endpoint — GPT, Claude, Gemini, DeepSeek, and more. Pass a specific model ID or use 'auto' for smart routing to the best fit. One tool, every frontier model, no per-provider setup.

Input parameters:

- `max_tokens` (integer): Maximum tokens to generate. Optional.
- `messages` (array, required): Chat messages array.
- `model` (string, required): Model ID (e.g. 'gpt-4o', 'claude-sonnet-4-6-20250514', 'gemini-2.0-flash'). Use 'auto' for smart routing.
- `temperature` (number): Sampling temperature (0-2). Optional.

### `search_apis` (~124 tokens)

Search every API on JarvisClaw — thousands of callable endpoints across search, blockchain, image, data, document and more, plus APIs other developers have published. Returns the exact invocation path and per-call price for each result, so you can call one directly afterwards. Free to search; you only pay when you invoke.

Input parameters:

- `category` (string): Optional category filter, e.g. 'search', 'blockchain', 'image', 'data', 'document', 'storage'.
- `query` (string): Search query (matches name, description, tags and category).

### `get_api_detail` (~91 tokens)

Get the full spec for any API returned by search_apis — pricing, method, and the exact request to send. Works for both a user-published API slug and a catalogue handle like 'federation/40'. Use this before wiring a call in.

Input parameters:

- `slug` (string, required): A user-published API slug, or a catalogue handle ('federation/40' or just '40').

### `discover_agents` (~99 tokens)

Find other AI agents registered on JarvisClaw and connect to them directly. Search by capability, category, or name to get each agent's MCP URL and API endpoints — so your agent can delegate, collaborate, or chain work with others in the network.

Input parameters:

- `category` (string): Filter by category.
- `search` (string): Search query (matches agent name and description).
- `tags` (string): Comma-separated tags to filter by.

### `aip_resolve` (~173 tokens)

Find the best AI provider for a task and get ranked, priced options before you commit a cent. Pass a known intent type (chat_completion, image_generation, video_generation, text_to_speech, web_search, knowledge_search) for structured routing, or a plain-language query for semantic matching. Each match returns provider, model, live per-request price, and a ready-to-call endpoint. Free to call — no payment until you execute.

Input parameters:

- `features` (array): Required features (e.g. streaming, function_calling, vision)
- `intent` (string, required): The intent type (e.g. chat_completion, image_generation)
- `max_price_usd` (number): Maximum acceptable price per request in USD (optional filter)
- `optimize_for` (string): Optimization preference: cost, quality, or latency

### `aip_execute_with_budget` (~172 tokens)

Run an AI task end-to-end with a hard spending cap you set. This is the primary AIP action: it resolves the best provider, runs a risk check, pre-deducts against your budget, executes the call, and settles on-chain via x402 — all in one step. You never overspend past max_total_usd, and settlement is automatic. Supports chat, image, video, speech, web search, and knowledge search intents.

Input parameters:

- `intent` (string, required): The intent type
- `max_total_usd` (number): Maximum budget for this request in USD (hard cap)
- `payload` (object, required): The actual request payload (e.g. {model, messages} for chat, {prompt, size} for images)
- `preferred_payment` (string): Payment method preference

### `aip_list_intents` (~58 tokens)

Browse every AI task type AIP can route — chat, image, video, speech, web search, knowledge search — with a short description of each. Call this first to see what's on the menu before you resolve or execute. Free.

### `aip_estimate_cost` (~63 tokens)

Preview what a task will cost before committing — get an estimated price for an intent without running it or spending anything. Ideal for budget planning and comparing options up front. Free.

Input parameters:

- `intent` (string, required): The intent type
- `optimize_for` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/api-jarvisclaw-jarvisclaw/api#diagnostics

## Score history

- 2026-08-03: 65
- 2026-08-02: 64
- 2026-08-01: 64
- 2026-07-31: 64
- 2026-07-30: 64
- 2026-07-29: 64
- 2026-07-28: 63
- 2026-07-27: 63
- 2026-07-26: 62

## Links

- Remote endpoint: https://api.jarvisclaw.ai/mcp
- Repository: https://github.com/api-jarvisclaw/api-server
- Changelog RSS feed: https://verifymcp.io/servers/api-jarvisclaw-jarvisclaw/api/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/api-jarvisclaw-jarvisclaw/api/changelog.json
- HTML version of this page: https://verifymcp.io/servers/api-jarvisclaw-jarvisclaw/api