{"name":"io.github.Battam1111/omniseek","slug":"battam1111-omniseek","title":"OmniSeek","description":"Your agent seeks what search can't find. A self-hosted perception MCP server.","url":"https://mcp.market/server/battam1111-omniseek","rating":null,"grade":"A","score":92,"certified":false,"status":"active","category":"ai","tags":["ai","search"],"presence":{"score":34,"stars":50,"forks":5,"downloads_week":null,"last_push_at":"2026-09-14T09:04:44.000Z","license":"Apache-2.0"},"uptime":null,"claimed":false,"transport":"mixed","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/Battam1111/omniseek","website":"https://battam1111.github.io/omniseek","version":"0.2.1","remotes":[],"packages":[{"registryType":"pypi","registryBaseUrl":"https://pypi.org","identifier":"omniseek","version":"0.2.1","runtimeHint":"python","transport":{"type":"streamable-http","url":"http://localhost:8765/mcp"}},{"registryType":"oci","identifier":"ghcr.io/battam1111/omniseek:v0.2.1","transport":{"type":"streamable-http","url":"http://localhost:8765/mcp"}}],"tools":[{"name":"_set_limiter","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_coauthors","description":"Use WHEN you want WHO a researcher collaborates with — advisor + closest collaborators by joint-paper count, or how a paper's author group is connected (WebSearch cannot build this). One LAYER, not the whole graph — co-authorship is one edge type; YOU overlay the others (advising, institution cohort, citation, code, social) and judge what each connection MEANS.","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_curator_act","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_curator_view","description":"Use WHEN running the source-curation protocol (judge the admission queue or a source audit) — READ curator state: queue | packet | audit. Never mutates. Pick a view with ``what``:","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_field_skeleton","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_gather","description":"Run N independent read-only eye tools IN PARALLEL, returning results in one response.","write_action":true,"price_micros":0,"input_schema":null},{"name":"omniseek_graph","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_institution_cohort","description":"Use WHEN you need the people-ROSTER of a lab / department / university (who actively publishes there, optionally scoped to a field) — the \"who's at this lab\" question, orthogonal to co-authorship (\"same lab, never co-authored\" is still a tie, and the people-roster of a target lab is exactly the SG/Canada cohort question).","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_paper_enrich","description":"Use WHEN you need ONE paper's open-access full-text PDF, retraction / integrity status, or citation count — signals omniseek_search / field_skeleton do NOT give cleanly. Keyless, mechanical: YOU decide when + on which papers.","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_paper_recommend","description":"Use WHEN you have a paper and want more like it — semantically-similar papers (SPECTER embeddings) that keyword search and the citation graph miss, including very recent work. Uses Semantic Scholar's recommendation model (SPECTER embeddings + co-citation), so it surfaces conceptually-related work that omniseek_search (keyword) and omniseek_field_skeleton (citations) miss — including very recent pa","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_read","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_resolve_identity","description":"Resolve a PERSON's name to candidate author ids — the shared front door for EVERY relationship layer (you must know WHICH person before you can map their connections).","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_ruling","description":"Use WHEN two graph nodes ARE (or are NOT) the same person / entity and you want views to collapse them — record / list / retract same_as | not_same_as rulings (the one judgment channel the graph's working policy applies).","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_search","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_sensor","description":"Use WHEN you want to MONITOR a query over time and be told only what's NEW — standing queries with novelty detection. ONE verb; ``action`` picks what to do.","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_sources","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_statement","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_transcribe","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"omniseek_view","description":"","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":92,"grade":"A","scanned_at":"2026-09-19T20:03:21.739Z","report":{"scannerVersion":"0.1.5","scannedAt":"2026-09-19T20:03:21.709Z","components":{"code":{"score":25,"max":25,"notes":["220 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":12,"max":15,"notes":["local package, no credentials required"]},"maintenance":{"score":15,"max":15,"notes":["last push 5 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"pypi","identifier":"omniseek","version":"0.2.1","found":true,"license":"Apache-2.0","dependencyCount":36,"publishedAt":"2026-09-14T08:43:21.892223Z","repositoryUrl":"https://github.com/Battam1111/omniseek"}],"repo":{"found":true,"owner":"Battam1111","repo":"omniseek","archived":false,"pushedAt":"2026-09-14T09:04:44Z","stars":50,"forks":5,"openIssues":4,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/101111615?v=4","ownerCreatedAt":"2022-03-07T12:05:47Z","license":"Apache-2.0"},"icon":{"url":"https://avatars.githubusercontent.com/u/101111615?v=4&s=128","source":"registry"},"presence":{"stars":50,"forks":5,"downloadsWeek":null,"license":"Apache-2.0","lastPushAt":"2026-09-14T09:04:44.000Z","score":34}}}},"grade_history":[],"reviews":[]}