BagIQ MCP
Description
Analyse disc golf bag gaps and overlap, recommend discs, and open an interactive Bag Map.
What our measurements say
BagIQ MCP is a remote MCP server published at data.bagiq.app. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 664 ms, a delay an agent will notice. It offers a narrow, focused set of 6 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names clearly indicate their primary function (e.g., 'analyze_bag', 'detect_overlap')
- Descriptions explicitly state use cases and outcomes for each tool
Weaknesses
- Some parameters lack contextual clarity (e.g., 'gap_id', 'limit')
- Multiple tools share overlapping functionality (e.g., 'analyze_bag' vs 'find_bag_gaps')
- No explicit error handling or constraint documentation
analyze_bag— Parameter 'preferred_brand' lacks context for usagerecommend_bag_fillers— 'gap_id' parameter definition is unclearbuild_minimal_bag— 'target_count' parameter could specify valid rangeget_shared_bag— No error handling for invalid share links
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 35ms → warm 36ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
analyze_bagPerforms a complete BagIQ analysis on a player's disc golf bag. Can accept a list of discs OR a BagIQ share link (e.g. 'https://app.bagiq.app/?s=4fisr8a7'). Returns slot coverage percentage, bag identity label (e.g. 'Overstable-heavy', 'Chaos bag'), top missing shot gaps, redundant overlaps, and mapped flight coordinates.
share_urlstringshare_idstringdiscsarraypreferred_brandstring
find_bag_gapsIdentifies missing shot shapes and unserved flight slots across BagIQ's 9 core slot targets (putter, midrange, fairway, and distance drivers), ranking voids by severity. Accepts discs list or a BagIQ share link.
share_urlstringshare_idstringdiscsarray
detect_overlapDetects redundant molds occupying the same flight slot or shot role, ranking pairs by overlap severity and recommending which disc to keep vs cut. Accepts discs list or a BagIQ share link.
share_urlstringshare_idstringdiscsarray
recommend_bag_fillersSuggests the highest-rated discs to fill missing shot slots or close voids in the bag based on BagIQ matrix coordinates and DiscList ratings, with interactive 1-click 'Add to Bag' deep links. Accepts discs list or a BagIQ share link.
share_urlstringshare_idstringdiscsarraygap_idstringbrandstringlimitinteger
build_minimal_bagExtracts an optimal 3-to-5 disc minimalist setup from a larger bag, maximizing shot coverage while detailing necessary compromises. Accepts discs list or a BagIQ share link.
share_urlstringshare_idstringdiscsarraytarget_countinteger
get_shared_bagRetrieves and inspects a player's saved disc golf bag from a BagIQ share link (e.g. 'https://app.bagiq.app/?s=4fisr8a7'), short share ID, or slug link. Returns the full disc breakdown with plastics, wear states, confidence ratings, slot coverage, and interactive BagIQ deep links.
share_urlstringshare_idstring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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