{"adoption": {"forks": 368, "observed_at": "2026-08-28T04:06:55.176708+00:00", "stars": 2478}, "canonical_url": "https://ross.abutalabs.com/products/modelcontextprotocol", "card": {"archived": false, "artifact_type": "service", "description": "The official MCP server implementation for the Perplexity API Platform", "domain": ["artificial-intelligence", "large-language-models", "developer-tools"], "enriched": true, "function": ["mcp", "search-engine", "llm-inference", "rag", "agent-framework"], "health_score": 80, "homepage": "https://docs.perplexity.ai/guides/mcp-server", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["perplexityai/modelcontextprotocol"], "name": "perplexityai/modelcontextprotocol", "platform": ["cli", "self-hosted", "cross-platform"], "pushed_at": "2026-08-25T20:42:18+00:00", "repo": "perplexityai/modelcontextprotocol", "stars": 2478, "tags": ["perplexity", "mcp-server", "web-search", "ai-assistants", "remote-mcp", "stdio", "api-integration", "search", "ai-agents", "retrieval-augmented-generation", "nodejs", "web-server"], "topics": [], "urls": [], "use_cases": ["give claude or cursor real-time web search via perplexity", "connect an mcp client to perplexity search api", "add web-grounded answers with citations to my ai coding assistant", "run a local stdio mcp server for perplexity", "let my ai agent do live web research", "integrate perplexity search into vs code copilot agent", "search the web from an llm workflow with citations"], "what_it_is": "The official Model Context Protocol (MCP) server for the Perplexity API Platform, exposing real-time web search, reasoning, and research tools to AI assistants via the Agent API and Search API. It can be run locally over stdio via npm or connected to as a hosted remote MCP server at api.perplexity.ai/mcp.", "when_to_avoid": ["you want to call the Perplexity API directly from application code rather than through an AI assistant tool layer", "you need a general-purpose agent that executes tasks, manages email, or deploys sites (use Perplexity Computer MCP Server instead)", "you need a search API without a Perplexity API key or paid account"], "when_to_choose": ["you use an MCP-compatible client like Claude Desktop, Cursor, VS Code, or Claude Code and want Perplexity search and reasoning tools", "you want a zero-install hosted option via the remote MCP endpoint", "you need to pin a specific version or your client only supports stdio servers"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/modelcontextprotocol", "repo": "perplexityai/modelcontextprotocol", "role": "main", "score": 64}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.176708+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:28:18.398652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5067b050713a4cdd5903c5fc9f0e35a5ca6bfca325d2a01f1f0d854f52548159", "fetched_at": "2026-08-28T04:06:55.176708+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perplexityai/modelcontextprotocol"}, {"content_hash": "9b42500a7ccd3ebecc4cd079b0ba3a90761da9baa8bb64fbe833c3e044a32a3f", "fetched_at": "2026-08-29T10:10:25.512114+00:00", "kind": "homepage", "missing": false, "url": "https://docs.perplexity.ai/guides/mcp-server"}, {"content_hash": "9aec2b29c99a14ce286a0645f2482762f894b0e5dc2dd60084865966332ad629", "fetched_at": "2026-08-29T10:10:25.521507+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/overview"}, {"content_hash": "cfdfe12a9fe73206dc2dc4253be110974ecf3f67c9407499bbb988d47d6322f0", "fetched_at": "2026-08-29T10:10:25.523385+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cookbook"}, {"content_hash": "2a64794d7964cf43f29773109f81a59fd765f162d040bc50e4ad0750f712e10d", "fetched_at": "2026-08-29T10:10:25.525042+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/resources/changelog"}, {"content_hash": "e811979509df70be1c5d537ca1e3742e523dad1d2318624d94902c9f0a32b7a7", "fetched_at": "2026-08-29T10:10:25.527856+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/quickstart"}, {"content_hash": "07c83b89e15356575ee63d994287c471d37a44e8849a4445c06497dac55d1162", "fetched_at": "2026-08-29T10:10:25.531163+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/pricing"}, {"content_hash": "0b4210262dacfe0eda43a0b6b40f73a1018a842083d8005f9020b0e290f67bc5", "fetched_at": "2026-08-29T10:10:25.533028+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/getting-started/integrations/computer-mcp-server"}, {"content_hash": "dfbee76b19bf0809bfb728e64b9585690064c3ad86f06f9fc440d80acd5b467e", "fetched_at": "2026-08-29T10:10:25.535043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/cli/overview"}, {"content_hash": "e9e3a10f25b5e398601884eac99a81682355a1e8232d199d4ebb75ca868508f8", "fetched_at": "2026-08-29T10:10:25.536938+00:00", "kind": "site_page", "missing": false, "url": "https://docs.perplexity.ai/docs/router/quickstart"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 38, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 541, "days_push": 8, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 64, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}