Search / co.pixelcove/topic-scorer
protogridR0· no sign-inScore pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.
v0.1.1 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"topic-scorer": {
"type": "http",
"url": "https://topic-scorer.pixelcove.co/mcp",
"headers": {
"Authorization": "Bearer ${TOPIC_SCORER_TOKEN}"
}
}
}
}claude mcp add --transport http topic-scorer https://topic-scorer.pixelcove.co/mcp --header "Authorization: Bearer ${TOPIC_SCORER_TOKEN}"[mcp_servers.topic-scorer]
url = "https://topic-scorer.pixelcove.co/mcp"
bearer_token_env_var = "TOPIC_SCORER_TOKEN"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"topic-scorer": {
"type": "remote",
"url": "https://topic-scorer.pixelcove.co/mcp",
"enabled": true,
"headers": {
"Authorization": "Bearer {env:TOPIC_SCORER_TOKEN}"
}
}
}
}{
"mcpServers": {
"topic-scorer": {
"type": "http",
"url": "https://topic-scorer.pixelcove.co/mcp",
"headers": {
"Authorization": "Bearer ${TOPIC_SCORER_TOKEN}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=topic-scorer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdG9waWMtc2NvcmVyLnBpeGVsY292ZS5jby9tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtUT1BJQ19TQ09SRVJfVE9LRU59In19"
}{
"servers": {
"topic-scorer": {
"type": "http",
"url": "https://topic-scorer.pixelcove.co/mcp",
"headers": {
"Authorization": "Bearer ${TOPIC_SCORER_TOKEN}"
}
}
}
}{
"mcpServers": {
"topic-scorer": {
"httpUrl": "https://topic-scorer.pixelcove.co/mcp",
"headers": {
"Authorization": "Bearer ${TOPIC_SCORER_TOKEN}"
}
}
}
}extensions:
"topic-scorer":
enabled: true
name: "topic-scorer"
type: streamable_http
uri: "https://topic-scorer.pixelcove.co/mcp"
headers:
"Authorization": "Bearer ${TOPIC_SCORER_TOKEN}"
timeout: 300
Placeholders to fill from your own secret store: ${TOPIC_SCORER_TOKEN}. The registry never accepts secret values.
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.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: topic_scorer_score (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); topic_scorer_find (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); topic_scorer_gate (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 1,161 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_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo 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 +dns-namespace +website +reachable +uptime-100% +updated-0d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://topic-scorer.pixelcove.co/mcp streamable-http | none | yes | 100% | 376 ms | 2025-11-25 | 2026-10-19 |
topic_scorer_find | Finds categories whose path contains the query (case-insensitive substring), optionally within one taxonomy. Free. Returns up to `limit` hits with id and path; pass the id as `category` to the paid tools. |
topic_scorer_gate | Pass/fail check: does the text rank within the top `min_rank` categories of its target taxonomy? Returns `pass`, the target's rank and gap to #1, the taxonomy's top five, and the unused phrases to work in. Use it as a content-pipeline gate. Paid, $0.05/call; read-only and safe to retry. |
topic_scorer_phrases | Returns the ranked phrase bank for one category: 1 to 4 word phrases a page squarely about that category would contain, ordered by similarity to the category. Use it to seed a brief. Paid, $0.05/call; read-only and safe to retry. |
topic_scorer_score | Scores text against every category in all six taxonomies (one embedding, cosine similarity) and returns the top `per` rows per taxonomy. With `taxonomy` and `category` it also returns the target's rank, score, gap to #1, and a phrase bank split into phrases the text already uses and phrases it does not. Read the rank and the gap, not the raw percent (scores compress into a 70 to 90 band). Paid, $0.05/call; read-only and safe to retry. |
topic_scorer_taxonomies | Lists the six taxonomies with their label and category count. Free. Call it first to pick the taxonomy for topic_scorer_find. |
Schemas: list_tools.
{
"name": "co.pixelcove/topic-scorer",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://topic-scorer.pixelcove.co/mcp",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"isSecret": true,
"description": "Bearer <api-key> — a prepaid-credit key from the Stripe rail. Omit it to pay per call over x402 instead."
}
]
}
],
"version": "0.1.1",
"repository": {
"url": "https://github.com/PixelCove/topic-scorer",
"source": "github"
},
"websiteUrl": "https://pixelcove.co/tools/topic-scorer",
"description": "Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP."
}