Find MCP - Agentage MCP Directory

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['categories', 'languages', 'licenses'], 'properties': {'licenses': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'count'], 'properties': {'name': {'type': 'string'}, 'count': {'type': 'number'}}, 'additionalProperties': False}, 'description': 'License names and their server counts'}, 'languages': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'count'], 'properties': {'name': {'type': 'string'}, 'count': {'type': 'number'}}, 'additionalProperties': False}, 'description': 'Repository languages and their server counts'}, 'categories': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'count'], 'properties': {'name': {'type': 'string'}, 'count': {'type': 'number'}}, 'additionalProperties': False}, 'description': 'Category labels and how many servers carry each'}}, 'additionalProperties': False}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'minLength': 1, 'description': 'The canonical slug of one server, taken verbatim from a mcp_search result. Catalog slugs are registry-derived and rarely match the plain product name (e.g. "io-github-github-github-mcp-server", not "github"), so prefer a slug from mcp_search. A plain name is accepted as a best-effort fallback: it resolves only when exactly one server matches, otherwise the error lists candidate slugs.'}}}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug', 'name', 'title', 'description', 'category', 'is_official', 'transport_types', 'tools', 'packages', 'remotes', 'details_url'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'title': {'type': 'string'}, 'tools': {'type': 'array', 'items': {'type': 'object', 'required': ['name'], 'properties': {'name': {'type': 'string'}, 'description': {'type': 'string'}}, 'additionalProperties': False}, 'description': 'The MCP tools this server exposes, from its live tools/list'}, 'install': {'type': 'object', 'required': ['registry_type', 'identifier', 'command'], 'properties': {'command': {'type': 'string', 'description': 'A suggested command or connection hint to run the server'}, 'identifier': {'type': 'string'}, 'registry_type': {'type': 'string'}}, 'description': 'The recommended way to run this server, derived from its first package/remote', 'additionalProperties': False}, 'license': {'type': 'string'}, 'remotes': {'type': 'array', 'items': {'type': 'object', 'required': ['type', 'url'], 'properties': {'url': {'type': 'string'}, 'type': {'type': 'string', 'description': 'e.g. streamable-http, sse'}}, 'additionalProperties': False}}, 'category': {'type': 'array', 'items': {'type': 'string'}}, 'language': {'type': 'string'}, 'packages': {'type': 'array', 'items': {'type': 'object', 'required': ['registry_type', 'identifier'], 'properties': {'version': {'type': 'string'}, 'identifier': {'type': 'string', 'description': 'Package id in that registry'}, 'runtime_hint': {'type': 'string'}, 'registry_type': {'type': 'string', 'description': 'npm | pypi | oci | mcpb | nuget'}, 'transport_type': {'type': 'string', 'description': 'stdio | streamable-http | sse, when declared'}, 'environment_variables': {'type': 'array', 'items': {'type': 'object', 'required': ['name'], 'properties': {'name': {'type': 'string'}, 'secret': {'type': 'boolean'}, 'required': {'type': 'boolean'}, 'description': {'type': 'string'}}, 'additionalProperties': False}, 'description': 'Env vars the server reads, for setup'}}, 'additionalProperties': False}}, 'description': {'type': 'string'}, 'details_url': {'type': 'string', 'description': 'Human detail page for this server - open it for more information'}, 'is_official': {'type': 'boolean'}, 'resolved_from': {'type': 'string', 'description': 'Present only when the requested slug was not canonical and was resolved by name; this is what you asked for - use `slug` from now on'}, 'readme_excerpt': {'type': 'string', 'description': 'First ~2000 chars of the README; open details_url for the full document'}, 'transport_types': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'page': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 1, 'description': 'Optional. 1-based page number; defaults to 1. Use pagination.total_pages to page.'}, 'type': {'enum': ['npm', 'pypi', 'oci', 'mcpb', 'nuget', 'remote'], 'type': 'string', 'description': 'Optional. Restrict to one distribution type: npm | pypi | oci | mcpb | nuget, or "remote" for hosted (HTTP) servers. Omit to search every type.'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Optional. Results per page; defaults to 20, capped at 50.'}, 'query': {'type': 'string', 'minLength': 1, 'description': 'What to search for - a keyword, product, capability, or server name (e.g. "github", "postgres", "web search"). Matched across names, titles, and descriptions. Prefer a single distinctive term over a long phrase.'}, 'license': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional. Restrict to a license, given either as an SPDX id ("MIT", "Apache-2.0") or as the full name mcp_categories lists ("MIT License"). Omit for no license filter.'}, 'category': {'enum': ['Development & Coding', 'Data & Databases', 'Search & Web', 'AI & Machine Learning', 'Productivity & Docs', 'Communication & Messaging', 'Cloud & DevOps', 'Finance & Crypto', 'Security', 'Media & Design', 'Browser & Automation', 'Knowledge & Memory', 'Commerce & Marketing', 'Other'], 'type': 'string', 'description': 'Optional. Restrict to one category label. Valid values come from the mcp_categories tool - call it to get the exact labels (with counts) and pass one verbatim; anything else is rejected. Omit for no category filter.'}, 'language': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional. Restrict to a repository language (e.g. "TypeScript", "Python"). Exact, case-sensitive; call mcp_categories for valid values. Omit for no language filter.'}}}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['results', 'pagination', 'query'], 'properties': {'query': {'type': 'string', 'description': 'The query the backend actually ran'}, 'results': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'title', 'description', 'category', 'is_official', 'transport_types', 'details_url'], 'properties': {'slug': {'type': 'string', 'description': 'Stable id - pass verbatim to mcp_get for full details'}, 'title': {'type': 'string', 'description': 'Human-readable server name'}, 'license': {'type': 'string', 'description': 'License name, when known, e.g. "MIT License"'}, 'category': {'type': 'array', 'items': {'type': 'string'}, 'description': 'AI-assigned category labels'}, 'language': {'type': 'string', 'description': 'Primary repository language, when known'}, 'tool_count': {'type': 'number', 'description': 'Number of MCP tools the server exposes, when known'}, 'description': {'type': 'string'}, 'details_url': {'type': 'string', 'description': 'Human detail page for this server - open it for more information'}, 'is_official': {'type': 'boolean', 'description': 'Present in the official MCP registry'}, 'match_score': {'type': 'number', 'description': 'Text relevance the ranking is based on; higher is a closer match to the query'}, 'transport_types': {'type': 'array', 'items': {'type': 'string'}, 'description': 'How the server ships/runs, e.g. ["npm"], ["remote"]'}}, 'additionalProperties': False}}, 'pagination': {'type': 'object', 'required': ['page', 'limit', 'total', 'total_pages', 'has_more'], 'properties': {'page': {'type': 'number'}, 'limit': {'type': 'number'}, 'total': {'type': 'number'}, 'has_more': {'type': 'boolean'}, 'total_pages': {'type': 'number'}}, 'additionalProperties': False}}, 'additionalProperties': False}