joshseane/-nmlp-mcp

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              {
                "description": "Check whether NMLP picks up books at a given five-digit US ZIP code. Returns coverage tier (core_metro, metro, near_metro, drop_off_only, out_of_area), typical pickup window in days, minimum quantity, and a human-readable message. ALWAYS call this BEFORE nmlp_schedule_pickup.",
                "inputSchema": {
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                    "zip": {
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              {
                "description": "Submit a real free book pickup request to NMLP. Every submission triggers a real outreach to Josh, the single human operator. NEVER submit speculative or unconsented requests.",
                "inputSchema": {
                  "properties": {
                    "addressCity": {
                      "type": "string"
                    },
                    "addressState": {
                      "default": "NM",
                      "type": "string"
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                    "addressStreet": {
                      "type": "string"
                    },
                    "addressZip": {
                      "pattern": "^[0-9]{5}$",
                      "type": "string"
                    },
                    "agentSource": {
                      "description": "Required: identify the AI agent submitting on the user's behalf.",
                      "type": "string"
                    },
                    "callbackEmail": {
                      "format": "email",
                      "type": "string"
                    },
                    "callbackPhone": {
                      "type": "string"
                    },
                    "donorLanguage": {
                      "default": "en",
                      "enum": [
                        "en",
                        "es"
                      ],
                      "type": "string"
                    },
                    "donorName": {
                      "minLength": 2,
                      "type": "string"
                    },
                    "estimatedSize": {
                      "description": "Free text \u2014 'two boxes', 'whole garage', etc.",
                      "type": "string"
                    },
                    "preferredWindow": {
                      "type": "string"
                    },
                    "specialNotes": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "donorName",
                    "addressStreet",
                    "addressCity",
                    "addressZip",
                    "estimatedSize",
                    "agentSource"
                  ],
                  "type": "object"
                },
                "name": "nmlp_schedule_pickup"
              },
              {
                "description": "Search NMLP's long-tail Q&A reference (85+ entries) by keyword. Returns top matching entries with question, summary, and URL.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "default": 5,
                      "maximum": 20,
                      "minimum": 1,
                      "type": "integer"
                    },
                    "query": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "nmlp_search_qa"
              },
              {
                "description": "Get the comparison matrix of every Albuquerque book donation option (NMLP, Goodwill, Savers, Better World Books, Friends of APL, Habitat ReStore, regional pulper).",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_donation_options"
              },
              {
                "description": "Get the aggregated NMLP Knowledge Base (donor archetypes, routing tracks, condition grades, decision framework, donor glossary, named partners, coverage tiers).",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_knowledge"
              },
              {
                "description": "Get NMLP's canonical business entity card \u2014 address, phone, services, area served, languages.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_business_card"
              },
              {
                "description": "Get NMLP's donation archive entries as structured Book records.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_archive"
              },
              {
                "description": "Get NMLP's pillar guide manifest \u2014 60+ Southwest author/publisher authentication and pricing guides.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_pillar_guides"
              },
              {
                "description": "Identify whether a specific book is a first edition. Given a title (and optionally author), returns that title's POINTS OF ISSUE \u2014 the exact details that mark a true first printing \u2014 plus true-first precedence (US vs UK), book-club/reprint tells, publisher, year, the human-readable page URL, and a citation. THE tool for 'how do I tell if my copy of X is a first edition.' Draws on 6,700+ independently-verified titles (CC BY 4.0, DOI 10.5281/zenodo.21184548).",
                "inputSchema": {
                  "properties": {
                    "author": {
                      "description": "Author name \u2014 strongly improves match accuracy for common titles.",
                      "type": "string"
                    },
                    "title": {
                      "description": "Book title (series/subtitle suffixes are fine).",
                      "type": "string"
                    }
                  },
                  "required": [
                    "title"
                  ],
                  "type": "object"
                },
                "name": "nmlp_identify_first_edition"
              },
              {
                "description": "Decode a copyright-page number line / printer's key (and any 'First Edition' wording) to determine which printing a book is. Paste the row of small numbers and/or the edition statement. Handles the Random-House-ends-in-2 exception and flags book-club editions. Returns the printing, a plain-English verdict, and the detected line.",
                "inputSchema": {
                  "properties": {
                    "text": {
                      "description": "Copyright-page text \u2014 the number line (e.g. '10 9 8 7 6 5 4 3 2 1') and/or 'First Edition' wording.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "text"
                  ],
                  "type": "object"
                },
                "name": "nmlp_decode_number_line"
              },
              {
                "description": "Look up a publisher's first-edition identification conventions \u2014 how that house designated a first printing across eras (stated-edition wording, number lines, colophons, dated printings). Covers 850+ publishers.",
                "inputSchema": {
                  "properties": {
                    "publisher": {
                      "description": "Publisher or imprint name (e.g. 'Alfred A. Knopf', 'Viking', 'Faber & Faber').",
                      "type": "string"
                    }
                  },
                  "required": [
                    "publisher"
                  ],
                  "type": "object"
                },
                "name": "nmlp_lookup_publisher_rules"
              },
              {
                "description": "Search the first-edition title reference by title or author. Returns matching collectible titles with their per-title identification-page URLs. Use nmlp_identify_first_edition for the full points of one specific title.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "default": 8,
                      "maximum": 25,
                      "minimum": 1,
                      "type": "integer"
                    },
                    "query": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "nmlp_search_titles"
              },
              {
                "description": "Resolve a Library of Congress Catalog Card Number (LCCN) to title, author, year, publisher, ISBN, and ASIN. The missing barcode for pre-ISBN (pre-1967) books: users read the number off the copyright page ('Library of Congress Catalog Card Number: 63-12345'). Dashes and spaces optional. Backed by 20M+ Library of Congress and Open Library records. Human tool: https://newmexicoliteracyproject.org/lccn-lookup",
                "inputSchema": {
                  "properties": {
                    "lccn": {
                      "description": "The number as printed, e.g. '63-12345', '637996', 'sa 64-9056', '2006023629'",
                      "type": "string"
                    }
                  },
                  "required": [
                    "lccn"
                  ],
                  "type": "object"
                },
                "name": "nmlp_lccn_lookup"
              },
              {
                "description": "Identify a CD from any number printed on it: DIDX hub/master IDs (DIDX-2113), label catalog numbers (CK 40999), barcodes, or music-club 'D ######' numbers. Returns artist, album, year, label. Backed by NMLP's Discogs-derived identifier index plus MusicBrainz fallback. Human tool: https://newmexicoliteracyproject.org/cd-lookup",
                "inputSchema": {
                  "properties": {
                    "identifier": {
                      "description": "Whatever is printed on the disc hub, spine, or barcode",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifier"
                  ],
                  "type": "object"
                },
                "name": "nmlp_cd_lookup"
              },
              {
                "description": "Identify a vinyl record from the matrix/runout etching in the deadwax (stamper suffixes vary copy to copy, so stable-prefix matching is built in), the label catalog number, or the barcode. Returns artist, album, year, label, catalog number. Backed by NMLP's Discogs-derived vinyl identifier index plus MusicBrainz fallback. Human tool (with a Goldmine-style grading checklist): https://newmexicoliteracyproject.org/vinyl-lookup",
                "inputSchema": {
                  "properties": {
                    "identifier": {
                      "description": "The deadwax etching, catalog number, or barcode as read, e.g. 'XSM 156097', 'SD 19129'",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifier"
                  ],
                  "type": "object"
                },
                "name": "nmlp_vinyl_lookup"
              },
              {
                "description": "One Box: resolve ANY physical-media identifier in one call \u2014 auto-detects the type (Library of Congress LCCN, ISBN-10/13, CD DIDX hub code, label catalog number, UPC/EAN barcode, vinyl matrix/runout etching) and returns ranked typed candidates across NMLP's 48M-record indexes (20.9M LCCN + 8.7M CD + 19M vinyl). ISBN input returns the exact Amazon listing link (ASIN=ISBN-10), never a title search. Misses return Attested Absence: exactly which indexes were checked at what dataset version, so 'not found' is usable evidence. Use this when you don't know what kind of number you have; use the specialized lookups when you do. Identification only \u2014 does NOT appraise or value items; NMLP never buys books. Human tool: https://newmexicoliteracyproject.org/lookup",
                "inputSchema": {
                  "properties": {
                    "identifier": {
                      "description": "Any identifier as printed/etched: '63-12345', 'DIDX 2113', 'CK 40999', a 12/13-digit barcode, an ISBN, or a deadwax matrix string. Dashes, spaces, case ignored.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifier"
                  ],
                  "type": "object"
                },
                "name": "nmlp_resolve"
              }
            ]
          }
        },
        "url": "https://newmexicoliteracyproject.org/api/mcp"
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      "latency_ms": 31.73,
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            "tools": [
              {
                "description": "Check whether NMLP picks up books at a given five-digit US ZIP code. Returns coverage tier (core_metro, metro, near_metro, drop_off_only, out_of_area), typical pickup window in days, minimum quantity, and a human-readable message. ALWAYS call this BEFORE nmlp_schedule_pickup.",
                "inputSchema": {
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                      "description": "Five-digit US ZIP code",
                      "pattern": "^[0-9]{5}$",
                      "type": "string"
                    }
                  },
                  "required": [
                    "zip"
                  ],
                  "type": "object"
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                "name": "nmlp_check_coverage"
              },
              {
                "description": "Submit a real free book pickup request to NMLP. Every submission triggers a real outreach to Josh, the single human operator. NEVER submit speculative or unconsented requests.",
                "inputSchema": {
                  "properties": {
                    "addressCity": {
                      "type": "string"
                    },
                    "addressState": {
                      "default": "NM",
                      "type": "string"
                    },
                    "addressStreet": {
                      "type": "string"
                    },
                    "addressZip": {
                      "pattern": "^[0-9]{5}$",
                      "type": "string"
                    },
                    "agentSource": {
                      "description": "Required: identify the AI agent submitting on the user's behalf.",
                      "type": "string"
                    },
                    "callbackEmail": {
                      "format": "email",
                      "type": "string"
                    },
                    "callbackPhone": {
                      "type": "string"
                    },
                    "donorLanguage": {
                      "default": "en",
                      "enum": [
                        "en",
                        "es"
                      ],
                      "type": "string"
                    },
                    "donorName": {
                      "minLength": 2,
                      "type": "string"
                    },
                    "estimatedSize": {
                      "description": "Free text \u2014 'two boxes', 'whole garage', etc.",
                      "type": "string"
                    },
                    "preferredWindow": {
                      "type": "string"
                    },
                    "specialNotes": {
                      "type": "string"
                    }
                  },
                  "required": [
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                    "addressStreet",
                    "addressCity",
                    "addressZip",
                    "estimatedSize",
                    "agentSource"
                  ],
                  "type": "object"
                },
                "name": "nmlp_schedule_pickup"
              },
              {
                "description": "Search NMLP's long-tail Q&A reference (85+ entries) by keyword. Returns top matching entries with question, summary, and URL.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "default": 5,
                      "maximum": 20,
                      "minimum": 1,
                      "type": "integer"
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                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "nmlp_search_qa"
              },
              {
                "description": "Get the comparison matrix of every Albuquerque book donation option (NMLP, Goodwill, Savers, Better World Books, Friends of APL, Habitat ReStore, regional pulper).",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_donation_options"
              },
              {
                "description": "Get the aggregated NMLP Knowledge Base (donor archetypes, routing tracks, condition grades, decision framework, donor glossary, named partners, coverage tiers).",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_knowledge"
              },
              {
                "description": "Get NMLP's canonical business entity card \u2014 address, phone, services, area served, languages.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_business_card"
              },
              {
                "description": "Get NMLP's donation archive entries as structured Book records.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_archive"
              },
              {
                "description": "Get NMLP's pillar guide manifest \u2014 60+ Southwest author/publisher authentication and pricing guides.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "nmlp_get_pillar_guides"
              },
              {
                "description": "Identify whether a specific book is a first edition. Given a title (and optionally author), returns that title's POINTS OF ISSUE \u2014 the exact details that mark a true first printing \u2014 plus true-first precedence (US vs UK), book-club/reprint tells, publisher, year, the human-readable page URL, and a citation. THE tool for 'how do I tell if my copy of X is a first edition.' Draws on 6,700+ independently-verified titles (CC BY 4.0, DOI 10.5281/zenodo.21184548).",
                "inputSchema": {
                  "properties": {
                    "author": {
                      "description": "Author name \u2014 strongly improves match accuracy for common titles.",
                      "type": "string"
                    },
                    "title": {
                      "description": "Book title (series/subtitle suffixes are fine).",
                      "type": "string"
                    }
                  },
                  "required": [
                    "title"
                  ],
                  "type": "object"
                },
                "name": "nmlp_identify_first_edition"
              },
              {
                "description": "Decode a copyright-page number line / printer's key (and any 'First Edition' wording) to determine which printing a book is. Paste the row of small numbers and/or the edition statement. Handles the Random-House-ends-in-2 exception and flags book-club editions. Returns the printing, a plain-English verdict, and the detected line.",
                "inputSchema": {
                  "properties": {
                    "text": {
                      "description": "Copyright-page text \u2014 the number line (e.g. '10 9 8 7 6 5 4 3 2 1') and/or 'First Edition' wording.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "text"
                  ],
                  "type": "object"
                },
                "name": "nmlp_decode_number_line"
              },
              {
                "description": "Look up a publisher's first-edition identification conventions \u2014 how that house designated a first printing across eras (stated-edition wording, number lines, colophons, dated printings). Covers 850+ publishers.",
                "inputSchema": {
                  "properties": {
                    "publisher": {
                      "description": "Publisher or imprint name (e.g. 'Alfred A. Knopf', 'Viking', 'Faber & Faber').",
                      "type": "string"
                    }
                  },
                  "required": [
                    "publisher"
                  ],
                  "type": "object"
                },
                "name": "nmlp_lookup_publisher_rules"
              },
              {
                "description": "Search the first-edition title reference by title or author. Returns matching collectible titles with their per-title identification-page URLs. Use nmlp_identify_first_edition for the full points of one specific title.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "default": 8,
                      "maximum": 25,
                      "minimum": 1,
                      "type": "integer"
                    },
                    "query": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "nmlp_search_titles"
              },
              {
                "description": "Resolve a Library of Congress Catalog Card Number (LCCN) to title, author, year, publisher, ISBN, and ASIN. The missing barcode for pre-ISBN (pre-1967) books: users read the number off the copyright page ('Library of Congress Catalog Card Number: 63-12345'). Dashes and spaces optional. Backed by 20M+ Library of Congress and Open Library records. Human tool: https://newmexicoliteracyproject.org/lccn-lookup",
                "inputSchema": {
                  "properties": {
                    "lccn": {
                      "description": "The number as printed, e.g. '63-12345', '637996', 'sa 64-9056', '2006023629'",
                      "type": "string"
                    }
                  },
                  "required": [
                    "lccn"
                  ],
                  "type": "object"
                },
                "name": "nmlp_lccn_lookup"
              },
              {
                "description": "Identify a CD from any number printed on it: DIDX hub/master IDs (DIDX-2113), label catalog numbers (CK 40999), barcodes, or music-club 'D ######' numbers. Returns artist, album, year, label. Backed by NMLP's Discogs-derived identifier index plus MusicBrainz fallback. Human tool: https://newmexicoliteracyproject.org/cd-lookup",
                "inputSchema": {
                  "properties": {
                    "identifier": {
                      "description": "Whatever is printed on the disc hub, spine, or barcode",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifier"
                  ],
                  "type": "object"
                },
                "name": "nmlp_cd_lookup"
              },
              {
                "description": "Identify a vinyl record from the matrix/runout etching in the deadwax (stamper suffixes vary copy to copy, so stable-prefix matching is built in), the label catalog number, or the barcode. Returns artist, album, year, label, catalog number. Backed by NMLP's Discogs-derived vinyl identifier index plus MusicBrainz fallback. Human tool (with a Goldmine-style grading checklist): https://newmexicoliteracyproject.org/vinyl-lookup",
                "inputSchema": {
                  "properties": {
                    "identifier": {
                      "description": "The deadwax etching, catalog number, or barcode as read, e.g. 'XSM 156097', 'SD 19129'",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifier"
                  ],
                  "type": "object"
                },
                "name": "nmlp_vinyl_lookup"
              },
              {
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                "inputSchema": {
                  "properties": {
                    "identifier": {
                      "description": "Any identifier as printed/etched: '63-12345', 'DIDX 2113', 'CK 40999', a 12/13-digit barcode, an ISBN, or a deadwax matrix string. Dashes, spaces, case ignored.",
                      "type": "string"
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                  "type": "object"
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                "name": "nmlp_resolve"
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  "failures": {
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    "server_card": {
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      "bad_protocol_payload": {
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          "tools": [
            {
              "description": "Check whether NMLP picks up books at a given five-digit US ZIP code. Returns coverage tier (core_metro, metro, near_metro, drop_off_only, out_of_area), typical pickup window in days, minimum quantity, and a human-readable message. ALWAYS call this BEFORE nmlp_schedule_pickup.",
              "inputSchema": {
                "properties": {
                  "zip": {
                    "description": "Five-digit US ZIP code",
                    "pattern": "^[0-9]{5}$",
                    "type": "string"
                  }
                },
                "required": [
                  "zip"
                ],
                "type": "object"
              },
              "name": "nmlp_check_coverage"
            },
            {
              "description": "Submit a real free book pickup request to NMLP. Every submission triggers a real outreach to Josh, the single human operator. NEVER submit speculative or unconsented requests.",
              "inputSchema": {
                "properties": {
                  "addressCity": {
                    "type": "string"
                  },
                  "addressState": {
                    "default": "NM",
                    "type": "string"
                  },
                  "addressStreet": {
                    "type": "string"
                  },
                  "addressZip": {
                    "pattern": "^[0-9]{5}$",
                    "type": "string"
                  },
                  "agentSource": {
                    "description": "Required: identify the AI agent submitting on the user's behalf.",
                    "type": "string"
                  },
                  "callbackEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "callbackPhone": {
                    "type": "string"
                  },
                  "donorLanguage": {
                    "default": "en",
                    "enum": [
                      "en",
                      "es"
                    ],
                    "type": "string"
                  },
                  "donorName": {
                    "minLength": 2,
                    "type": "string"
                  },
                  "estimatedSize": {
                    "description": "Free text \u2014 'two boxes', 'whole garage', etc.",
                    "type": "string"
                  },
                  "preferredWindow": {
                    "type": "string"
                  },
                  "specialNotes": {
                    "type": "string"
                  }
                },
                "required": [
                  "donorName",
                  "addressStreet",
                  "addressCity",
                  "addressZip",
                  "estimatedSize",
                  "agentSource"
                ],
                "type": "object"
              },
              "name": "nmlp_schedule_pickup"
            },
            {
              "description": "Search NMLP's long-tail Q&A reference (85+ entries) by keyword. Returns top matching entries with question, summary, and URL.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "default": 5,
                    "maximum": 20,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "query": {
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "name": "nmlp_search_qa"
            },
            {
              "description": "Get the comparison matrix of every Albuquerque book donation option (NMLP, Goodwill, Savers, Better World Books, Friends of APL, Habitat ReStore, regional pulper).",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "nmlp_get_donation_options"
            },
            {
              "description": "Get the aggregated NMLP Knowledge Base (donor archetypes, routing tracks, condition grades, decision framework, donor glossary, named partners, coverage tiers).",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "nmlp_get_knowledge"
            },
            {
              "description": "Get NMLP's canonical business entity card \u2014 address, phone, services, area served, languages.",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "nmlp_get_business_card"
            },
            {
              "description": "Get NMLP's donation archive entries as structured Book records.",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "nmlp_get_archive"
            },
            {
              "description": "Get NMLP's pillar guide manifest \u2014 60+ Southwest author/publisher authentication and pricing guides.",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "nmlp_get_pillar_guides"
            },
            {
              "description": "Identify whether a specific book is a first edition. Given a title (and optionally author), returns that title's POINTS OF ISSUE \u2014 the exact details that mark a true first printing \u2014 plus true-first precedence (US vs UK), book-club/reprint tells, publisher, year, the human-readable page URL, and a citation. THE tool for 'how do I tell if my copy of X is a first edition.' Draws on 6,700+ independently-verified titles (CC BY 4.0, DOI 10.5281/zenodo.21184548).",
              "inputSchema": {
                "properties": {
                  "author": {
                    "description": "Author name \u2014 strongly improves match accuracy for common titles.",
                    "type": "string"
                  },
                  "title": {
                    "description": "Book title (series/subtitle suffixes are fine).",
                    "type": "string"
                  }
                },
                "required": [
                  "title"
                ],
                "type": "object"
              },
              "name": "nmlp_identify_first_edition"
            },
            {
              "description": "Decode a copyright-page number line / printer's key (and any 'First Edition' wording) to determine which printing a book is. Paste the row of small numbers and/or the edition statement. Handles the Random-House-ends-in-2 exception and flags book-club editions. Returns the printing, a plain-English verdict, and the detected line.",
              "inputSchema": {
                "properties": {
                  "text": {
                    "description": "Copyright-page text \u2014 the number line (e.g. '10 9 8 7 6 5 4 3 2 1') and/or 'First Edition' wording.",
                    "type": "string"
                  }
                },
                "required": [
                  "text"
                ],
                "type": "object"
              },
              "name": "nmlp_decode_number_line"
            },
            {
              "description": "Look up a publisher's first-edition identification conventions \u2014 how that house designated a first printing across eras (stated-edition wording, number lines, colophons, dated printings). Covers 850+ publishers.",
              "inputSchema": {
                "properties": {
                  "publisher": {
                    "description": "Publisher or imprint name (e.g. 'Alfred A. Knopf', 'Viking', 'Faber & Faber').",
                    "type": "string"
                  }
                },
                "required": [
                  "publisher"
                ],
                "type": "object"
              },
              "name": "nmlp_lookup_publisher_rules"
            },
            {
              "description": "Search the first-edition title reference by title or author. Returns matching collectible titles with their per-title identification-page URLs. Use nmlp_identify_first_edition for the full points of one specific title.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "default": 8,
                    "maximum": 25,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "query": {
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "name": "nmlp_search_titles"
            },
            {
              "description": "Resolve a Library of Congress Catalog Card Number (LCCN) to title, author, year, publisher, ISBN, and ASIN. The missing barcode for pre-ISBN (pre-1967) books: users read the number off the copyright page ('Library of Congress Catalog Card Number: 63-12345'). Dashes and spaces optional. Backed by 20M+ Library of Congress and Open Library records. Human tool: https://newmexicoliteracyproject.org/lccn-lookup",
              "inputSchema": {
                "properties": {
                  "lccn": {
                    "description": "The number as printed, e.g. '63-12345', '637996', 'sa 64-9056', '2006023629'",
                    "type": "string"
                  }
                },
                "required": [
                  "lccn"
                ],
                "type": "object"
              },
              "name": "nmlp_lccn_lookup"
            },
            {
              "description": "Identify a CD from any number printed on it: DIDX hub/master IDs (DIDX-2113), label catalog numbers (CK 40999), barcodes, or music-club 'D ######' numbers. Returns artist, album, year, label. Backed by NMLP's Discogs-derived identifier index plus MusicBrainz fallback. Human tool: https://newmexicoliteracyproject.org/cd-lookup",
              "inputSchema": {
                "properties": {
                  "identifier": {
                    "description": "Whatever is printed on the disc hub, spine, or barcode",
                    "type": "string"
                  }
                },
                "required": [
                  "identifier"
                ],
                "type": "object"
              },
              "name": "nmlp_cd_lookup"
            },
            {
              "description": "Identify a vinyl record from the matrix/runout etching in the deadwax (stamper suffixes vary copy to copy, so stable-prefix matching is built in), the label catalog number, or the barcode. Returns artist, album, year, label, catalog number. Backed by NMLP's Discogs-derived vinyl identifier index plus MusicBrainz fallback. Human tool (with a Goldmine-style grading checklist): https://newmexicoliteracyproject.org/vinyl-lookup",
              "inputSchema": {
                "properties": {
                  "identifier": {
                    "description": "The deadwax etching, catalog number, or barcode as read, e.g. 'XSM 156097', 'SD 19129'",
                    "type": "string"
                  }
                },
                "required": [
                  "identifier"
                ],
                "type": "object"
              },
              "name": "nmlp_vinyl_lookup"
            },
            {
              "description": "One Box: resolve ANY physical-media identifier in one call \u2014 auto-detects the type (Library of Congress LCCN, ISBN-10/13, CD DIDX hub code, label catalog number, UPC/EAN barcode, vinyl matrix/runout etching) and returns ranked typed candidates across NMLP's 48M-record indexes (20.9M LCCN + 8.7M CD + 19M vinyl). ISBN input returns the exact Amazon listing link (ASIN=ISBN-10), never a title search. Misses return Attested Absence: exactly which indexes were checked at what dataset version, so 'not found' is usable evidence. Use this when you don't know what kind of number you have; use the specialized lookups when you do. Identification only \u2014 does NOT appraise or value items; NMLP never buys books. Human tool: https://newmexicoliteracyproject.org/lookup",
              "inputSchema": {
                "properties": {
                  "identifier": {
                    "description": "Any identifier as printed/etched: '63-12345', 'DIDX 2113', 'CK 40999', a 12/13-digit barcode, an ISBN, or a deadwax matrix string. Dashes, spaces, case ignored.",
                    "type": "string"
                  }
                },
                "required": [
                  "identifier"
                ],
                "type": "object"
              },
              "name": "nmlp_resolve"
            }
          ]
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