Catnap

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

Tool list unknown · tools last changed 2026-10-20 · checked 2026-10-20 12:13 UTC

Tool changes

• 2026-10-20immunology_searchremoved

  Search the LANL HIV Molecular Immunology Database for T-cell epitopes (CTL/CD8+ or T-helper/CD4+) or antibody binding sites — a different question from catnap_search_neutralization: this is about WHERE on the virus an immune response targets and WHICH HLA restricts it, not how potently an antibody neutralizes. Answers "what CTL epitopes are in HIV Gag", "which antibodies bind the CD4 binding site", "what HLA restricts this epitope", "find epitopes at position 296-331 of Env". Queried LIVE against LANL's own keyless JSON API (no ingest — always current). table selects which of the three response types you get: ctl (CD8+ T-cell), helper (CD4+ T-cell), or ab (antibody binding sites). At least one of mab_name, epitope, protein_name is required. Returns citation, keywords, HXB2 coordinates and (for ab) binding region/neutralizing classification for each match.

• 2026-10-20catnap_antibody_inforemoved

  Metadata for an HIV antibody in LANL CATNAP: which region of the virus it binds (CD4 binding site, V3 glycan, MPER, …), its aliases, the paper that isolated it with PubMed id, light chain type, ADCC activity, and its mean panel IC50 with the number of viruses tested. Answers "what does PGT121 bind", "who isolated 10-1074", "how broad is this antibody's panel". For the per-strain measurements behind that panel, use catnap_search_neutralization.

• 2026-10-20catnap_search_neutralizationremoved

  HIV broadly neutralizing antibody POTENCY: IC50/IC80/ID50 measurements for an antibody across viral strains, or for a strain across antibodies, from LANL CATNAP. Answers "how potent is VRC01 against this strain", "which antibodies neutralize CNE8", "compare this antibody's panel across subtypes". Every value carries its assay citation and PubMed id. A value like ">10" is a BOUND the assay could not resolve past: it is returned with numeric_value null and censored true, never as the number 10. Pass antibody, virus, or both. For where an immune response BINDS rather than how strongly it neutralizes, use immunology_search.

• 2026-10-20forgetremoved

  Delete a previously stored memory by key. Use when context is stale, the task is done, or you want to clear sensitive data the agent saved earlier. Pair with remember and recall.

• 2026-10-20recallremoved

  Retrieve a value previously saved via remember, or list all saved keys (omit the key argument). Use to look up context the agent stored earlier — the user's target ticker, an address, prior research notes — without re-deriving it from scratch. Scoped to your identifier (anonymous IP, BYO key hash, or account ID). Pair with remember to save, forget to delete.

• 2026-10-20rememberremoved

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

• 2026-10-20pipeworx_feedbackremoved

  Tell the Pipeworx team something is broken, missing, or needs to exist. Use when a tool returns wrong/stale data (bug), when a tool you wish existed isn't in the catalog (feature/data_gap), or when something worked surprisingly well (praise). ONLY for tools served by this Pipeworx connection — if the tool came from a different MCP server in your client (another vendor's Gmail, Splunk, Slack, etc. connector), we cannot fix it and reporting it here only delays you; file it with that server instead. Not sure? Pipeworx tool names are the ones this connection lists. Describe the issue in terms of Pipeworx tools/packs — don't paste the end-user's prompt. Filing without an account returns a `claim_token`; pass it back later as pipeworx_feedback({claim_token:"pwfb_…"}) to read whether it was fixed and what changed. The team reads digests daily and signal directly affects roadmap. Rate-limited to 5 per identifier per day. Free; doesn't count against your tool-call quota.

• 2026-10-20scan_competitor_ai_presenceremoved

  Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces which is most/least recognized. Useful for competitive AI-marketing audits: "does Claude know about us as well as our competitors?". Returns ranked list with score, confidence, signal density per entity.

• 2026-10-20ai_visibility_checkremoved

  Probe one or more LLMs for what they know about a business / brand / product / topic and score visibility (0-100) per model. Default model is Workers AI Llama-3.3-70b (free); pass `_apiKey` to also probe Anthropic (BYO key — you pay Anthropic directly for those calls). Returns per-model {score, confidence, signals, raw_response} + a combined view. Useful for AI-marketing audits, pre-launch brand checks, competitive monitoring.

• 2026-10-20generate_llms_txtremoved

  Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.