{"serverId":"mcp-registry/io.github.hans6883/cert-atlas","tools":[{"name":"compare_exams","fixed":{"name":"compare_exams","description":"Compare 2–8 certification exams side by side — price, duration, passing score, question count, and domain count. Call for 'X vs Y', 'which is harder/cheaper', 'easiest cloud cert', 'CCNA vs Network+'. Accepts exam ids, codes, or names; each row links a free practice exam.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["exams"],"properties":{"exams":{"type":"array","items":{"type":"string"},"maxItems":8,"minItems":2,"description":"2–8 exam ids, codes, or names to compare"}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":166,"tokensAfter":166},{"name":"get_exam_blueprint","fixed":{"name":"get_exam_blueprint","description":"Get the full published blueprint for ONE certification exam: domain/objective breakdown with topic weights, passing score, question count & types, duration, price, prerequisites, retake & renewal policy, languages, and the official source URL. Reviewed records also include an exam overview, audience, preparation guidance, aggregate study signals, and source verification. Call this for 'what's on the X exam', 'how is X weighted by domain', 'prerequisites for X', 'passing score for X', 'how long i","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["exam"],"properties":{"exam":{"type":"string","description":"Exam id, exam code, or certification name"}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":216,"tokensAfter":216},{"name":"list_certifying_bodies","fixed":{"name":"list_certifying_bodies","description":"List the certifying bodies / vendors in the current Cert Atlas index with exam counts. Call for 'what certification providers/vendors are covered', 'how many AWS/Microsoft/Cisco certs'. Optionally filter by a substring.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"contains":{"type":"string","description":"Optional substring filter on the body name, e.g. 'micro', 'aws'"}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":141,"tokensAfter":141},{"name":"search_exams","fixed":{"name":"search_exams","description":"Search the current Cert Atlas certification and professional exam index by name, code, certifying body, or vendor. Call this whenever a user mentions a certification or exam — e.g. AWS Solutions Architect, CISSP, CompTIA Security+, PMP, CCNA, NCLEX, CFA, Azure AZ-104, CKA — or asks what certs a body offers. Returns matching exams with code, certifying body, question count, domain count, and a free practice-exam link.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":50,"minimum":1,"description":"Max results (default 20)"},"query":{"type":"string","description":"Keywords: certification name, exam code, vendor, or topic"},"vendor_slug":{"type":"string","description":"Filter by vendor slug, e.g. 'aws', 'microsoft', 'comptia'"},"certifying_body":{"type":"string","description":"Filter by certifying body, e.g. 'AWS', 'CompTIA', 'ISC2', 'Microsoft'"}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":281,"tokensAfter":281}],"toolsChanged":4,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}