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Feedback Synthesis MCP

REMOTE · FEEDBACK-SYNTHESIS-MCP-PRODUCTION.UP.RAILWAY.APP · 2 COMPONENTS · SCANNED AUG 20

Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.

61 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability64
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 520 tokens (~130/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
  • Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · feedback-synthesis-mcp-production.up.railway.app

# add to Claude Code
claude mcp add --transport http sapph1re-feedback-synthesis-mcp https://feedback-synthesis-mcp-production.up.railway.app/mcp
# ~/.codex/config.toml
[mcp_servers.sapph1re-feedback-synthesis-mcp]
url = "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "sapph1re-feedback-synthesis-mcp": {
      "type": "remote",
      "url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add sapph1re-feedback-synthesis-mcp --url https://feedback-synthesis-mcp-production.up.railway.app/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  sapph1re-feedback-synthesis-mcp:
    url: "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
// mcp.json
{
  "mcpServers": {
    "sapph1re-feedback-synthesis-mcp": {
      "type": "http",
      "url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 20 Aug 26 0
    • Stability: unverified → 0.03 functional
    • The server no longer declares the “resources” capability functional
    • The server no longer declares the “prompts” capability functional
    • The server no longer declares the “logging” capability functional
    • MCP protocol: Implements a current MCP spec version (2026-07-28). functional
    • MCP protocol version: 2025-11-25 → 2026-07-28 functional
  • 19 Aug 26 61

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Aug 2026 · Probed https://feedback-synthesis-mcp-production.up.railway.app/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.up.railway.app CN=YE1,O=Let's Encrypt,C=US 29 Jul 2026 27 Oct 2026 ECDSA 256 ECDSA-SHA384 6da79bb561da3efeb0e751ca21abd3999fe
SANs: *.up.railway.app, up.railway.app
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of feedback-synthesis-mcp-production.up.railway.app. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
app. present 23684 8 Verified
railway.app. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 400
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://feedback-synthesis-mcp-production.up.railway.app/mcp Verified 200
http (plaintext) http://feedback-synthesis-mcp-production.up.railway.app/mcp HTTPS enforced 301 https://feedback-synthesis-mcp-production.up.railway.app/mcp
MCP tools · 4 exposed · ~458 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
get_pain_points ~80

Quick single-source pain point extraction.

NameTypeReqDescription
max_itemsintegerMax feedback items to analyze (default 50).
sourceobjectyesSource config with "type" (github_issues, hackernews, appstore) and "target".
top_nintegerNumber of top pain points to return (default 10).

Structured output declared, but exposes no named fields.

No examples provided.

get_sentiment_trends ~81

Time-series sentiment analysis across feedback sources.

NameTypeReqDescription
granularitystringTime granularity — "weekly" or "monthly" (default "weekly").
sincestringOnly include feedback after this date (ISO 8601).
sourcesarrayyesList of source configs. Each must have "type" and "target".

Structured output declared, but exposes no named fields.

No examples provided.

search_feedback ~161

Full-text search across cached feedback items.

NameTypeReqDescription
limitintegerMax results to return (default 20).
querystringyesSearch query string.
sincestringOnly include items after this date (ISO 8601, e.g. "2025-01-01").
sourceSingular alias for sources — accepts a single source type string. If both source and sources are provided, sources takes precedence.
sourcesOptional list of source types to filter (e.g. ["github_issues"], ["github"]). Accepted values: github_issues (or "github"), hackernews, appstore.
targetstringOptional target filter (e.g. "owner/repo" or app ID).

Structured output declared, but exposes no named fields.

No examples provided.

synthesize_feedback ~136

Multi-source feedback synthesis into ranked pain clusters.

NameTypeReqDescription
focusstringOptional focus area to prioritize (e.g. "performance", "onboarding").
max_items_per_sourceintegerMax feedback items per source (default 100).
sincestringOnly include feedback after this date (ISO 8601, e.g. "2025-01-01").
sourcesarrayyesList of source configs. Each must have "type" (github_issues, hackernews, appstore) and "target" (e.g. "owner/repo", "product name", app ID).

Structured output declared, but exposes no named fields.

No examples provided.