Friction
mcp remote · streamable-http · v1.0.0 · source: crawl
https://friction.grain64.com/mcp
Sourced pain points and feature requests of B2B software users, read-only, with source links.
Works
100
Verified Oct 31, 2026 · p50 542 ms · p95 547 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'friction' |
| tools_listed | 15 | pass | 3 tools |
| schema_complete | 15 | pass | 3 of 3 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 542 ms |
| latency_p95 | 5 | pass | p95 547 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (3)
| Name | Description | Schema |
|---|---|---|
list_products | List the software products that have a page on Friction, most-documented first, with counts of reports, recurring themes and sources. Optionally filter by category slug and by a name or domain fragmen | typed |
get_product_summary | What users of one product struggle with: counts, the main problem areas, and the free-preview reports per category (pain points, feature requests, workarounds, switching reasons) with their source lin | typed |
search_items | Search the free-preview feedback reports of one product, optionally by category and by words in the title or summary (all words must match). Each report carries the source threads (URL, date, quoted e | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-grain64-friction-friction)
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