CollabPls
Description
SFW MCP to find verified creator scene partners: search, schedule, overlaps, open calls.
What our measurements say
CollabPls is a remote MCP server published at collabpls.com. 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 429 ms, placing it among the faster endpoints. It offers a narrow, focused set of 7 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 generally align with their purposes (e.g., 'find_overlaps' for matching availability).
- Descriptions include use cases (e.g., 'Best tool when a creator wants a scene partner in a city this week').
Weaknesses
- Some tool names are vague (e.g., 'inventory_snapshot' lacks specificity).
- Parameter constraints and required fields are not clearly defined (e.g., 'city' is optional in multiple tools).
- Overlaps between tools (e.g., 'list_schedule' vs. 'find_overlaps') may confuse agents.
- No error handling or constraint documentation in descriptions.
inventory_snapshot— Vague name with no clear use case explanation.search_creators— Multiple optional parameters lack guidance on priority or required fields.list_schedule— Overlaps with 'find_overlaps' on city-based availability queries.
Verdict
Event narrative
Sign up free to generateSchema 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 191ms → warm 188ms (penalty 3ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
search_creatorsFind CollabPls creators by city, name/handle, STD-tested window, or verification. Returns SFW public profiles + profile URLs. Prefer reachable creators for outreach.
citystringqstringtested_daysnumberverified_onlybooleanreachable_onlybooleanlimitnumber
list_scheduleList open availability windows (who is filming where/when) on the CollabPls schedule board. Best tool when a creator wants a scene partner in a city this week.
citystringlimitnumber
find_overlapsFind pairs of creators with overlapping availability windows in the same city (case-normalized city_text + date overlap). Use when someone asks for scene partners already on the board in a city this week.
citystringdays_aheadnumberlimitnumber
inventory_snapshotCounts of open schedule windows by city, open listings total, and reachable-creators estimate. Use for market overview / inventory questions.
get_profileFetch one public CollabPls creator profile by slug or X handle.
slugstringx_handlestring
list_open_callsList open collab call listings (photo/video/livestream asks) on CollabPls.
citystringlimitnumber
get_collab_contextHow CollabPls works, key links, and how agents should help humans find scene partners. Call first if unfamiliar.
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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