# Prediction Market X Sentiment (pypi · prediction-bot-mcp)

Polymarket & Kalshi sentiment from X (Twitter) via Grok. Free daily scores; live scoring via x402.

- Trust score: 82/100 (high trust)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-07

## Components

- remote · `prediction-bot-iggf.onrender.com`: 73/100, [markdown](https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-iggf.md), [page](https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-iggf)
- pypi · `prediction-bot-mcp`: 82/100 (this document), [markdown](https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-mcp.md), [page](https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-mcp)

## Channel facts

- Registry: `pypi`
- Package: `prediction-bot-mcp`
- Version: `0.2.0`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, 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 2026-10-07.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised build step with no custom scripting around it.
  - 2 of 33 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to wballztrading1/Prediction-bot).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 2 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 563 tokens (~62/item across 9 items; 9 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 9 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the Prediction Market X Sentiment MCP server?

Prediction Market X Sentiment runs locally as a PyPI package, launched with uvx prediction-bot-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add wballztrading1-prediction-bot -- uvx prediction-bot-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "wballztrading1-prediction-bot": {
      "command": "uvx",
      "args": [
        "prediction-bot-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "wballztrading1-prediction-bot": {
      "command": "uvx",
      "args": [
        "prediction-bot-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add wballztrading1-prediction-bot -- uvx prediction-bot-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "wballztrading1-prediction-bot": {
      "type": "local",
      "command": [
        "uvx",
        "prediction-bot-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add wballztrading1-prediction-bot --command uvx --arg prediction-bot-mcp
```

### Hermes

```yaml
mcp_servers:
  wballztrading1-prediction-bot:
    command: "uvx"
    args: ["prediction-bot-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "wballztrading1-prediction-bot": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "prediction-bot-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add wballztrading1-prediction-bot -t stdio -c uvx -a prediction-bot-mcp
```

### Other

```json
{
  "mcpServers": {
    "wballztrading1-prediction-bot": {
      "command": "uvx",
      "args": [
        "prediction-bot-mcp"
      ]
    }
  }
}
```

## 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.

### 2026-10-04 (score 82)

First indexed and scored.

## MCP tools (9)

### `get_daily_scores` (~63 tokens)

Daily market scores (free)

Free. Latest daily X (Twitter) sentiment score for each prediction market we track
(Polymarket), with the change since the previous day, the catalyst and the market's Yes
price. For a fresh score on any other question use get_market_sentiment.

Output parameters:

- `as_of`: Time of the newest score
- `count`
- `markets` (array)
- `note`

### `get_catalog` (~25 tokens)

Route catalog (free)

Free. Machine-readable catalog of every route, price, network and pay-to address.

Output parameters:

- `asset`
- `base_url`
- `free`: Free routes
- `network`: Payment network (CAIP-2), e.g. eip155:8453 for Base
- `paid`: Paid routes with prices
- `pay_to`
- `service`

### `get_pricing` (~20 tokens)

Current prices (free)

Free. Current USDC prices for the paid tools.

Output parameters:

- `currency`
- `ladder`
- `network`
- `price_brief`: Price of /sentiment and /brief, e.g. $0.35
- `price_lite`: Price of /top and /shift, e.g. $0.35

### `get_sample` (~26 tokens)

Example response (free)

Free. Static example of a sentiment response (not live data) to preview the shape.

Output parameters:

- `demo`
- `example_request`
- `example_response`
- `note`

### `get_health` (~19 tokens)

Service status (free)

Free. Service status, prices and the routes available.

Output parameters:

- `network`
- `price_brief`
- `price_lite`
- `routes`
- `status`

### `get_top_markets` (~49 tokens)

Most-discussed markets on X

Paid (see get_pricing). The three Polymarket/Kalshi markets most discussed on X right
now, each with a sentiment score (-100..100), catalyst and volume trend.

Output parameters:

- `accepts`
- `error`: Set when a spend cap blocked the call
- `how_to_pay`
- `markets`: Up to 3 markets, each with score, catalyst, volume_signal
- `payment_required`: True when no payment was made; accepts and how_to_pay say how to pay
- `price_usd`
- `scored_at`
- `url`

### `get_sentiment_shift` (~78 tokens)

Sentiment change for a market

Paid (see get_pricing). Change in X sentiment for a market question since its previous
score, with both timestamps and the catalyst.

Input parameters:

- `q` (string, required): A Polymarket or Kalshi market question in plain words, e.g. 'Will the Fed cut rates in October 2026'. Up to 200 characters.

Output parameters:

- `accepts`
- `catalyst`
- `error`: Set when a spend cap blocked the call
- `how_to_pay`
- `payment_required`: True when no payment was made; accepts and how_to_pay say how to pay
- `price_usd`
- `prior_scored_at`
- `question`
- `score_before`
- `score_now`
- `scored_at`
- `shift`
- `url`

### `get_market_sentiment` (~91 tokens)

Live sentiment for a market

Paid (see get_pricing). Fresh X (Twitter) sentiment for any Polymarket or Kalshi market
question: score -100..100, the catalyst driving the chatter and the volume trend.

Input parameters:

- `q` (string, required): A Polymarket or Kalshi market question in plain words, e.g. 'Will the Fed cut rates in October 2026'. Up to 200 characters.

Output parameters:

- `accepts`
- `catalyst`
- `error`: Set when a spend cap blocked the call
- `how_to_pay`
- `payment_required`: True when no payment was made; accepts and how_to_pay say how to pay
- `price_usd`
- `question`
- `score`: -100 very bearish .. +100 very bullish
- `scored_at`
- `url`
- `volume_signal`: rising, falling or flat

### `get_market_brief` (~91 tokens)

Market brief with live odds

Paid (see get_pricing). Full brief for a market question: score, catalyst, volume trend,
change since the previous score, a one-line summary and live Polymarket and Kalshi odds.

Input parameters:

- `q` (string, required): A Polymarket or Kalshi market question in plain words, e.g. 'Will the Fed cut rates in October 2026'. Up to 200 characters.

Output parameters:

- `accepts`
- `catalyst`
- `error`: Set when a spend cap blocked the call
- `how_to_pay`
- `odds`: Live Polymarket and Kalshi Yes prices for the matched market
- `payment_required`: True when no payment was made; accepts and how_to_pay say how to pay
- `price_usd`
- `question`
- `score`: -100 very bearish .. +100 very bullish
- `score_before`
- `scored_at`
- `shift`: Change since the previous score
- `summary`: One-line summary
- `url`
- `volume_signal`: rising, falling or flat

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-mcp#diagnostics

## Score history

- 2026-10-07: 82
- 2026-10-04: 82

## Common questions

### What is the Prediction Market X Sentiment MCP server?

Prediction Market X Sentiment is an MCP server listed in the public MCP registry as io.github.wballztrading1/prediction-bot. Polymarket & Kalshi sentiment from X (Twitter) via Grok. Free daily scores; live scoring via x402. This page covers its PyPI package (prediction-bot-mcp).

### Is the Prediction Market X Sentiment MCP server safe to use?

Prediction Market X Sentiment scores 82 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 7 October 2026. Its build provenance is signed and verified. 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 Prediction Market X Sentiment MCP server expose?

Prediction Market X Sentiment exposes 9 tools: get_daily_scores, get_catalog, get_pricing, get_sample, get_health, and 4 more. Their descriptions and schemas cost roughly 462 tokens of context every time the server is loaded.

### Is the Prediction Market X Sentiment MCP server still maintained?

Prediction Market X Sentiment is still listed as active in the MCP registry. We last reached this channel on 7 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the Prediction Market X Sentiment MCP server under?

Prediction Market X Sentiment declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/prediction-bot-mcp/
- Socket report: https://socket.dev/pypi/package/prediction-bot-mcp
- Repository: https://github.com/wballztrading1/Prediction-bot
- Website: https://prediction-bot-iggf.onrender.com/about
- Changelog RSS feed: https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-mcp.json
- HTML version of this page: https://verifymcp.io/servers/wballztrading1-prediction-bot/prediction-bot-mcp