Find, compare, and audit software for AI agents. Scored registry of tools and MCP servers.
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Call this server's tools from your browser. Nothing to install.
StackResolve API key. Optional for registry reads (search_tools, get_profile, compare_products, list_registry); required for metered tools (resolve, how_to, audit, research). Free key at https://stackresolve.dev/developers.
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Tool list from our last check. Connect live to refresh it.
Audit a product for agent-readiness.
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Audit a product for agent-readiness.
| Argument | Type | Description |
|---|---|---|
| domain* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domain"
],
"properties": {
"domain": {
"type": "string"
}
},
"additionalProperties": false
}Structured side-by-side of companies across fields (description, products, categories, funding, technology).
| Argument | Type | Description |
|---|---|---|
| fields | array | |
| domains* | array |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domains"
],
"properties": {
"fields": {
"type": "array",
"items": {
"type": "string"
}
},
"domains": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false
}Compare products by slug.
| Argument | Type | Description |
|---|---|---|
| slugs* | array |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"slugs"
],
"properties": {
"slugs": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false
}Real competitors and alternatives for a company, extracted from live research and returned as structured rows.
| Argument | Type | Description |
|---|---|---|
| limit | number | |
| domain* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domain"
],
"properties": {
"limit": {
"type": "number"
},
"domain": {
"type": "string"
}
},
"additionalProperties": false
}Rank the software an agent should use for a task.
| Argument | Type | Description |
|---|---|---|
| task* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"task"
],
"properties": {
"task": {
"type": "string"
}
},
"additionalProperties": false
}Make a product agent-native: from its OpenAPI, generate an MCP server (one tool per operation), a CLI, an llms.txt, and Claude Code/Codex/Cursor install snippets.
| Argument | Type | Description |
|---|---|---|
| domain* | string | |
| openapiUrl | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domain"
],
"properties": {
"domain": {
"type": "string"
},
"openapiUrl": {
"type": "string"
}
},
"additionalProperties": false
}Structured company record.
| Argument | Type | Description |
|---|---|---|
| domain* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domain"
],
"properties": {
"domain": {
"type": "string"
}
},
"additionalProperties": false
}Normalized pricing.
| Argument | Type | Description |
|---|---|---|
| domain* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domain"
],
"properties": {
"domain": {
"type": "string"
}
},
"additionalProperties": false
}Full registry profile (AgentReady Score, capabilities, sources).
| Argument | Type | Description |
|---|---|---|
| slug* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string"
}
},
"additionalProperties": false
}Your usage this billing period (read-only).
No arguments.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
}BEFORE building something, call this: returns the CURRENT (date-stamped), cited, tool-aware way to do a task, so you build from today's best practice instead of training-cutoff memory. Composes live web research + the tool resolver + one synthesis pass into { approach, recommendedTools, steps, gotchas, deprecated, sources, asOf }.
| Argument | Type | Description |
|---|---|---|
| task* | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"task"
],
"properties": {
"task": {
"type": "string"
}
},
"additionalProperties": false
}List the registry, highest AgentReady Score first.
| Argument | Type | Description |
|---|---|---|
| limit | number | |
| category | string | |
| minScore | number |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"limit": {
"type": "number"
},
"category": {
"type": "string"
},
"minScore": {
"type": "number"
}
},
"additionalProperties": false
}Grounded, cited answer about a company.
| Argument | Type | Description |
|---|---|---|
| domain* | string | |
| question | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"domain"
],
"properties": {
"domain": {
"type": "string"
},
"question": {
"type": "string"
}
},
"additionalProperties": false
}Best tools for a natural-language task: resolves the task to the capabilities it needs, returns products that expose them ranked by fit and AgentReady score, each with a reason. Optional requirements (api/mcp/self_serve/openapi/cli) filter candidates. Set discover:true to search the web and audit new products into the registry when coverage is thin (slower, costs more).
| Argument | Type | Description |
|---|---|---|
| api | boolean | |
| cli | boolean | |
| mcp | boolean | |
| task* | string | |
| openapi | boolean | |
| discover | boolean | |
| self_serve | boolean |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"task"
],
"properties": {
"api": {
"type": "boolean"
},
"cli": {
"type": "boolean"
},
"mcp": {
"type": "boolean"
},
"task": {
"type": "string"
},
"openapi": {
"type": "boolean"
},
"discover": {
"type": "boolean"
},
"self_serve": {
"type": "boolean"
}
},
"additionalProperties": false
}Search the registry by query + requirements (api/mcp/self_serve/openapi/cli).
| Argument | Type | Description |
|---|---|---|
| api | boolean | |
| cli | boolean | |
| mcp | boolean | |
| query* | string | |
| openapi | boolean | |
| self_serve | boolean |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"api": {
"type": "boolean"
},
"cli": {
"type": "boolean"
},
"mcp": {
"type": "boolean"
},
"query": {
"type": "string"
},
"openapi": {
"type": "boolean"
},
"self_serve": {
"type": "boolean"
}
},
"additionalProperties": false
}