{"name":"io.github.HarimxChoi/google-surf-mcp","slug":"harimxchoi-google-surf-mcp","title":null,"description":"Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.","url":"https://mcp.market/server/harimxchoi-google-surf-mcp","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"ai","tags":["ai","search"],"presence":{"score":52,"stars":290,"forks":34,"downloads_week":438,"last_push_at":"2026-09-10T17:08:27.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"npm","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/HarimxChoi/google-surf-mcp","website":null,"version":"1.1.3","remotes":[],"packages":[{"registryType":"npm","identifier":"google-surf-mcp","version":"1.1.3","transport":{"type":"stdio"},"environmentVariables":[{"description":"SearchApi API key. Required only for SearchApi primary or fallback modes.","format":"string","isSecret":true,"name":"SEARCH_API"},{"description":"Provider for search and search_parallel: browser, searchapi, or fallback. Defaults to browser.","format":"string","name":"SURF_SEARCH_PROVIDER"},{"description":"Provider for scholar_search: browser, searchapi, or fallback. Defaults to browser.","format":"string","name":"SURF_SCHOLAR_PROVIDER"},{"description":"Browser engine: auto, native, or playwright. Auto uses one hidden native Chrome broker shared across local MCP sessions.","format":"string","name":"SURF_BROWSER_ENGINE"},{"description":"Absolute path to the Chrome binary. Auto-detected on Windows/macOS/Linux when omitted.","format":"string","name":"CHROME_PATH"},{"description":"Directory for the warm Chrome profile. Defaults to ~/.google-surf-mcp.","format":"string","name":"SURF_PROFILE_ROOT"},{"description":"Enable local project memory and hybrid retrieval. Defaults to true.","format":"string","name":"SURF_RESEARCH"},{"description":"Shared route for search and search_parallel: live or hybrid. Defaults to hybrid.","format":"string","name":"SURF_RETRIEVAL_MODE"},{"description":"Embedded SurrealDB data directory. Defaults to <profile>/research.","format":"string","name":"SURF_RESEARCH_ROOT"},{"description":"Local model for HNSW retrieval and shared reranking. Defaults to Xenova/multilingual-e5-small; use off to disable.","format":"string","name":"SURF_RESEARCH_VECTOR_MODEL"},{"description":"Disable ONNX CPU memory arena and memory pattern. Defaults to true.","format":"string","name":"SURF_RESEARCH_VECTOR_LOW_MEMORY"},{"description":"ONNX intra-op thread count from 1 to 16. Defaults to 4.","format":"string","name":"SURF_RESEARCH_VECTOR_THREADS"},{"description":"Sparse-index at most one eligible small GitHub repository per search call. Defaults to true.","format":"string","name":"SURF_RESEARCH_REPO_AUTO"},{"description":"Maximum searchable repository source-text size in MB. Assets are excluded. Defaults to 20.","format":"string","name":"SURF_RESEARCH_REPO_AUTO_MAX_MB"},{"description":"Maximum repository source file count for automatic indexing. Defaults to 2000.","format":"string","name":"SURF_RESEARCH_REPO_AUTO_MAX_FILES"},{"description":"Shared research broker idle lifetime in milliseconds. Defaults to 60000.","format":"string","name":"SURF_RESEARCH_BROKER_IDLE_MS"},{"description":"Maximum concurrent research broker reads. Defaults to 4.","format":"string","name":"SURF_RESEARCH_READ_CONCURRENCY"},{"description":"Timeout per embedded SurrealDB query in milliseconds. Defaults to 120000; timed-out retrieval lanes are reported as partial.","format":"string","name":"SURF_RESEARCH_QUERY_TIMEOUT_MS"},{"description":"Optional token that raises GitHub API limits for repository inspection.","format":"string","isSecret":true,"name":"GITHUB_TOKEN"},{"description":"Browser locale, e.g. en-US.","format":"string","name":"SURF_LOCALE"},{"description":"IANA timezone, e.g. America/New_York. Defaults to system timezone.","format":"string","name":"SURF_TZ"},{"description":"Controls Playwright extraction, compatibility, and recovery paths. Native search hides normal system Chrome and shows it only for CAPTCHA recovery.","format":"string","name":"SURF_HEADLESS"},{"description":"Idle ms before closing the sequential ctx and pool. 0 disables idle auto-close. Defaults to 30000.","format":"string","name":"SURF_IDLE_CLOSE_MS"},{"description":"Set to 'true' to allow extract on private/loopback addresses (localhost, 10.x, 192.168.x, 169.254.x, etc). Default blocks them as an SSRF guard.","format":"string","name":"SURF_ALLOW_PRIVATE"},{"description":"Enable the optional workflow-only LLM selector repair path. Defaults to false.","format":"string","name":"SURF_LLM_HEAL"},{"description":"LLM selector repair provider: anthropic or orcarouter. Defaults to anthropic.","format":"string","name":"SURF_LLM_PROVIDER"},{"description":"Optional model override. OrcaRouter defaults to orcarouter/auto.","format":"string","name":"SURF_LLM_MODEL"},{"description":"Anthropic API key for optional LLM-assisted selector repair.","format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"OrcaRouter API key for optional LLM-assisted selector repair.","format":"string","isSecret":true,"name":"ORCAROUTER_API_KEY"}]}],"tools":[{"name":"extract","description":"SECONDARY KNOWN-URL CONTENT EXTRACTION TOOL. Use only when the exact public URL is already known and no new web discovery is required. If sources still need to be found, use search or search_parallel with extract_mode instead.","write_action":false,"price_micros":0,"input_schema":null},{"name":"health","description":"MCP server status: cascade mode + transitions, rate-limiter usage, cache size, config.","write_action":false,"price_micros":0,"input_schema":null},{"name":"project_memory","description":"PROJECT MEMORY MANAGEMENT.","write_action":false,"price_micros":0,"input_schema":null},{"name":"project_memory_search","description":"LOCAL PROJECT KNOWLEDGE SEARCH ONLY.","write_action":false,"price_micros":0,"input_schema":null},{"name":"scholar_search","description":"Use only for paper metadata such as authors, venue, year, versions, and citation counts.","write_action":false,"price_micros":0,"input_schema":null},{"name":"search","description":"PRIMARY SINGLE-QUERY LIVE DISCOVERY AND CONTENT INGESTION TOOL. ALWAYS PERFORMS LIVE WEB SEARCH.","write_action":false,"price_micros":0,"input_schema":null},{"name":"search_parallel","description":"PRIMARY MULTI-QUERY LIVE DISCOVERY AND CONTENT INGESTION TOOL. ALWAYS PERFORMS MULTIPLE LIVE WEB SEARCHES.","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":83,"grade":"B","scanned_at":"2026-09-19T21:03:57.017Z","report":{"scannerVersion":"0.1.8","scannedAt":"2026-09-19T21:03:56.966Z","components":{"code":{"score":25,"max":25,"notes":["79 source files scanned"]},"reliability":{"score":-1,"max":20,"notes":["no gateway calls yet and no remote to probe"]},"poisoning":{"score":-1,"max":15,"notes":["tools not inspected (local package is not executed); not counted"]},"auth":{"score":6,"max":15,"notes":["static API keys via environment variables"]},"maintenance":{"score":15,"max":15,"notes":["last push 9 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"npm","identifier":"google-surf-mcp","version":"1.1.3","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":24,"publishedAt":"2026-09-10T17:08:25.062Z","repositoryUrl":"git+https://github.com/HarimxChoi/google-surf-mcp.git","weeklyDownloads":438}],"repo":{"found":true,"owner":"HarimxChoi","repo":"google-surf-mcp","archived":false,"pushedAt":"2026-09-10T17:08:27Z","stars":290,"forks":34,"openIssues":1,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/52551321?v=4","ownerCreatedAt":"2019-07-05T00:04:59Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/52551321?v=4&s=128","source":"registry"},"presence":{"stars":290,"forks":34,"downloadsWeek":438,"license":"MIT","lastPushAt":"2026-09-10T17:08:27.000Z","score":52}}}},"grade_history":[{"kind":"restore","fromGrade":"C","toGrade":"B","reason":"score 83","createdAt":"2026-09-19T21:03:57.545Z"}],"reviews":[]}