Search / io.github.sapph1re/feedback-synthesis-mcp
protogridR0· no sign-inSynthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.
v0.1.2 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"feedback-synthesis-mcp": {
"type": "http",
"url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
}
}
}claude mcp add --transport http feedback-synthesis-mcp https://feedback-synthesis-mcp-production.up.railway.app/mcp[mcp_servers.feedback-synthesis-mcp]
url = "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"feedback-synthesis-mcp": {
"type": "remote",
"url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"feedback-synthesis-mcp": {
"type": "http",
"url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=feedback-synthesis-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZmVlZGJhY2stc3ludGhlc2lzLW1jcC1wcm9kdWN0aW9uLnVwLnJhaWx3YXkuYXBwL21jcCJ9"
}{
"servers": {
"feedback-synthesis-mcp": {
"type": "http",
"url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
}
}
}{
"mcpServers": {
"feedback-synthesis-mcp": {
"httpUrl": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
}
}
}extensions:
"feedback-synthesis-mcp":
enabled: true
name: "feedback-synthesis-mcp"
type: streamable_http
uri: "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
timeout: 300
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltool list is cacheable (ttlMs 300000)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_sentiment_trends (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_feedback (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); synthesize_feedback (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 719 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns2 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-2g87-pp6c-29x5 in [email protected] (indirect, fixed in 3.14.4), GHSA-5wr8-gcqf-gqf3 in [email protected] (indirect, fixed in 3.14.4); 1 more of lower severity or without a fixdeps.mcp_sdk_versionmcp 2.2.0, no known advisorydeps.resolvable[email protected] resolved: 102 packagesNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo +reachable +uptime-100% ~updated-62d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPI101 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19
| advisory | severity | package | fixed in |
|---|---|---|---|
| GHSA-2g87-pp6c-29x5aiohttp: Multiple instances of excessive or unbounded memory/CPU use | high | [email protected]indirect | fixed in 3.14.4 |
| GHSA-5wr8-gcqf-gqf3aiohttp server lacks an initial request/header timeout | high | [email protected]indirect | fixed in 3.14.4 |
| GHSA-494j-54xm-rwp3AIOHTTP: Secure attribute not enforced for shared cookie | low | [email protected]indirect | fixed in 3.14.4 |
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://feedback-synthesis-mcp-production.up.railway.app/mcp streamable-http | none | yes | 100% | 217 ms | 2024-11-05, 2025-03-26, 2025-06-18, 2025-11-25, 2026-07-28 | 2026-10-20 |
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
feedback-synthesis-mcp | pypi | 0.1.1 | – | EVM_PRIVATE_KEY |
get_pain_points | Quick single-source pain point extraction. |
get_sentiment_trends | Time-series sentiment analysis across feedback sources. |
search_feedback | Full-text search across cached feedback items. |
synthesize_feedback | Multi-source feedback synthesis into ranked pain clusters. |
Schemas: list_tools.
{
"name": "io.github.sapph1re/feedback-synthesis-mcp",
"title": "Feedback Synthesis MCP",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp",
"type": "streamable-http"
}
],
"version": "0.1.2",
"packages": [
{
"version": "0.1.1",
"transport": {
"type": "stdio"
},
"identifier": "feedback-synthesis-mcp",
"registryType": "pypi",
"environmentVariables": [
{
"name": "EVM_PRIVATE_KEY",
"format": "string",
"isSecret": true,
"description": "EVM wallet private key for x402 micropayment signing (any wallet with USDC on Base mainnet)"
}
]
}
],
"repository": {
"url": "https://github.com/sapph1re/feedback-synthesis-mcp",
"source": "github"
},
"description": "Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402."
}