mcp-registry/io.github.barneywohl/bay-run · v2.0.0
Also listed as glama/barneywohl/bay-run
As of 2026-10-24 18:54 UTC, the Barneywohl Bay Run MCP server is up with a Glimind reliability score of 83/100 (grade B). Over the last 30 days it answered 99.8% of Glimind's liveness checks. It had 18 outages in 90 days, with a median recovery of 8 minutes.
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.
Claude Code
claude mcp add --transport http barneywohl-bay-run-mcp-server https://run.huggingbay.xyz/mcp/
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"barneywohl-bay-run-mcp-server": {
"type": "http",
"url": "https://run.huggingbay.xyz/mcp/"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
2 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays. How to fix →
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
Handshake + tools/list takes ~1,909 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.barneywohl%2Fbay-run/fixes
{
"name": "run_pin",
"description": "Run a public Bay Run Pin with just its input — {pin_id, input}. Canonical classification and Guard Pins also accept a bounded list of up to 8 strings; rows run through the existing scalar contract and return ordered per-row outcomes. max_price_usd and idempotency_key are OPTIONAL: omit max_price_usd to inherit the pin's mint ceiling; omit idempotency_key and a deterministic one is auto-minted from the input (retries replay from the durable Pin run authority across workers and restarts when confi",
"inputSchema": {
"type": "object",
"title": "run_pinArguments",
"required": [
"pin_id",
"input"
],
"properties": {
"input": {
"title": "Input",
"description": "Input matching the pinned task.",
"type": "string"
},
"pin_id": {
"type": "string",
"title": "Pin Id",
"maxLength": 128,
"minLength": 3,
"description": "Public Pin id or canonical alias guard, sentiment, tickets, or rerank. Canonical ids and evidence labels are listed in the tool description."
},
"max_price_usd": {
"anyOf": [
{
"type": "number",
"maximum": 100,
"minimum": 0
},
{
"type": "null"
}
],
"title": "Max Price Usd",
"default": null,
"description": "Optional caller-authorized USD ceiling. Omit to inherit the pin's mint ceiling."
},
"idempotency_key": {
"anyOf": [
{
"type": "string",
"maxLength": 200,
"minLength": 8
},
{
"type": "null"
}
],
"title": "Idempotency Key",
"default": null,
"description": "Optional stable retry key. Omit and it is auto-minted from {pin_id, input}."
},
"omit_raw_result": {
"type": "boolean",
"title": "Omit Raw Result",
"default": true,
"description": "Optional decision-first projection. Defaults true for MCP; true omits the raw model result but retains decision and receipt evidence."
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
},
"title": "Run a public Bay Run Pin"
}{
"name": "solve_task",
"description": "Route and execute one task-shaped call without learning quote/run shapes. Use it when you do not know a pin_id: toxicity, embeddings, and reranking return the compact job answer (labels, vector metadata, ranking) bound by the provenance receipt; guard, sentiment (SST-2 polarity only; sarcasm/irony confidently wrong except one bounded probe cue), support tickets (3 labels + abstain), and lexical rerank reuse the canonical Pins with their decision evidence. Fail-closed: an unbound result escalates",
"inputSchema": {
"type": "object",
"title": "solve_taskArguments",
"properties": {
"mode": {
"anyOf": [
{
"type": "string",
"const": "quote"
},
{
"type": "null"
}
],
"title": "Mode",
"default": null,
"description": "Set to 'quote' for a free compact Pin quote without execution."
},
"task": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Task",
"default": null,
"description": "Alias for task_description."
},
"text": {
"anyOf": [
{},
{
"type": "null"
}
],
"title": "Text",
"default": null,
"description": "Alias for input."
},
"input": {
"title": "Input",
"default": null,
"description": "Task input. Send text/list for ordinary tasks or an object with query/documents, content, candidate_labels, or schema. Alias: query, text, content.",
"type": "string"
},
"query": {
"anyOf": [
{},
{
"type": "null"
}
],
"title": "Query",
"default": null,
"description": "Alias for input or structured query."
},
"content": {
"anyOf": [
{},
{
"type": "null"
}
],
"title": "Content",
"default": null,
"description": "Alias for input."
},
"examples": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
}
},
{
"type": "null"
}
],
"title": "Examples",
"default": null,
"description": "Optional labeled input/expected examples."
},
"task_hint": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Task Hint",
"default": null,
"description": "Alias for task_description."
},
"my_examples": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
}
},
{
"type": "null"
}
],
"title": "My Examples",
"default": null,
"description": "Alias for examples."
},
"min_evidence": {
"type": "string",
"title": "Min Evidence",
"default": "provisional",
"description": "Minimum evidence level accepted by an explicit quote."
},
"max_price_usd": {
"anyOf": [
{
"type": "number",
"maximum": 100,
"minimum": 0
},
{
"type": "null"
}
],
"title": "Max Price Usd",
"default": null,
"description": "Quote-only hard price ceiling; Pins above it are rejected before ranking."
},
"max_latency_ms": {
"anyOf": [
{
"type": "integer",
"maximum": 300000,
"minimum": 1
},
{
"type": "null"
}
],
"title": "Max Latency Ms",
"default": null,
"description": "Quote-only hard latency ceiling; unmeasured Pins are rejected honestly."
},
"omit_raw_result": {
"type": "boolean",
"title": "Omit Raw Result",
"default": true,
"description": "Decision-first projection. Defaults true for MCP: omit the raw model result while retaining decision, route, and receipt evidence."
},
"task_description": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Task Description",
"default": null,
"description": "Plain-language task to solve; Bay Run infers the model family. Alias: task, task_hint. Support-ticket routing/triage requests reuse the existing provisional canonical Pin route_571826c40685073a99510b1951e60338 when the caller omits a taxonomy or supplies exactly access_issue, billing_issue, and delivery_issue; arbitrary caller labels and examples remain caller-defined and are never remapped. Sentiment, polarity, urgency, severity, or unrelated classification remain on their requested path. Urgency, severity, and priority classification must include candidate_labels or labeled examples; Bay Run refuses to invent that taxonomy."
},
"external_apis_allowed": {
"type": "boolean",
"title": "External Apis Allowed",
"default": false,
"description": "Allow Pins whose data policy permits external APIs."
}
}
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.barneywohl/bay-run"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.barneywohl/bay-run"}) over MCP.
solve_task ~1,031 tokenscoprocessor ~558 tokensrun_pin ~451 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.barneywohl%2Fbay-run?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.barneywohl%2Fbay-run?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.barneywohl%2Fbay-run.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.barneywohl%2Fbay-run.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.barneywohl%2Fbay-run?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:6fde854b2e4636d9…, first seen 2026-10-17, included at leaf 2378 of 60,558. Version history · verify what your client received.
Compare: most reliable ml servers · most reliable other servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-24 18:54 UTC, the Barneywohl Bay Run MCP server is up with a Glimind reliability score of 83/100 (grade B). Over the last 30 days it answered 99.8% of Glimind's liveness checks. It had 18 outages in 90 days, with a median recovery of 8 minutes.
Barneywohl Bay Run MCP server advertises 3 tools, including coprocessor, run_pin, solve_task.
Point your MCP client at this streamable-http endpoint: https://run.huggingbay.xyz/mcp/
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.