Search / com.saastemly/visionflow-match
Hosted OpenCV for finding a pattern image inside a larger image: template matching, ORB/SIFT...
v1.0.1791044159 · active · website · descriptor JSON · versions
protogrid{
"mcpServers": {
"visionflow-match": {
"type": "http",
"url": "https://visionflow-match.saastemly.com/mcp",
"headers": {
"Authorization": "Bearer ${VISIONFLOW_MATCH_TOKEN}"
}
}
}
}claude mcp add --transport http visionflow-match https://visionflow-match.saastemly.com/mcp --header "Authorization: Bearer ${VISIONFLOW_MATCH_TOKEN}"[mcp_servers.visionflow-match]
url = "https://visionflow-match.saastemly.com/mcp"
bearer_token_env_var = "VISIONFLOW_MATCH_TOKEN"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"visionflow-match": {
"type": "remote",
"url": "https://visionflow-match.saastemly.com/mcp",
"enabled": true,
"headers": {
"Authorization": "Bearer {env:VISIONFLOW_MATCH_TOKEN}"
}
}
}
}{
"mcpServers": {
"visionflow-match": {
"type": "http",
"url": "https://visionflow-match.saastemly.com/mcp",
"headers": {
"Authorization": "Bearer ${VISIONFLOW_MATCH_TOKEN}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=visionflow-match&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdmlzaW9uZmxvdy1tYXRjaC5zYWFzdGVtbHkuY29tL21jcCIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciAke1ZJU0lPTkZMT1dfTUFUQ0hfVE9LRU59In19"
}{
"servers": {
"visionflow-match": {
"type": "http",
"url": "https://visionflow-match.saastemly.com/mcp",
"headers": {
"Authorization": "Bearer ${VISIONFLOW_MATCH_TOKEN}"
}
}
}
}{
"mcpServers": {
"visionflow-match": {
"httpUrl": "https://visionflow-match.saastemly.com/mcp",
"headers": {
"Authorization": "Bearer ${VISIONFLOW_MATCH_TOKEN}"
}
}
}
}extensions:
"visionflow-match":
enabled: true
name: "visionflow-match"
type: streamable_http
uri: "https://visionflow-match.saastemly.com/mcp"
headers:
"Authorization": "Bearer ${VISIONFLOW_MATCH_TOKEN}"
timeout: 300
Placeholders to fill from your own secret store: ${VISIONFLOW_MATCH_TOKEN}. The registry never accepts secret values.
protocol.modernnewest supported version is 2025-06-18; 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: template-match (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); feature-match (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); homography (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)tools.token_costabout 1,162 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes3 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 packagehomographychangeddescriptionLocate a pattern image inside a larger image even when it is scaled, rotated or viewed at an angle: ORB or SIFT feature matching plus cv2.findHomography with RANSAC. Returns whether it was found, the 3x3 homography (pattern pixels to image pixels), the four projected corners, the bounding box, and the inlier count as confidence. Use it to find a UI element, logo or object in a screenshot or photo. Price: $0.004 a call.
Locate a pattern image inside a larger image even when it is scaled, rotated or viewed at an angle: ORB or SIFT feature matching plus cv2.findHomography with RANSAC. Returns whether it was found, the 3x3 homography (pattern pixels to image pixels), the four projected corners, the bounding box, and the inlier count as confidence. Use it to find a UI element, logo or object in a screenshot or photo. Price: $0.004 a call (3 free calls a day without an API key).
feature-matchchangeddescriptionMatch local features between a pattern image and a larger image: detects ORB or SIFT keypoints in both, matches them with a brute-force matcher and Lowe's ratio test (OpenCV BFMatcher.knnMatch), and returns the good matches as point pairs sorted by distance. Use it to see which parts of a pattern are present and where, even when the pattern is scaled or rotated; for the pattern's outline use /v1/homography. Price: $0.004 a call.
Match local features between a pattern image and a larger image: detects ORB or SIFT keypoints in both, matches them with a brute-force matcher and Lowe's ratio test (OpenCV BFMatcher.knnMatch), and returns the good matches as point pairs sorted by distance. Use it to see which parts of a pattern are present and where, even when the pattern is scaled or rotated; for the pattern's outline use /v1/homography. Price: $0.004 a call (3 free calls a day without an API key).
template-matchchangeddescriptionFind where a small pattern image (a button, icon, logo or crop) appears inside a larger screenshot or picture, using OpenCV cv2.matchTemplate. Returns the best position, plus every non-overlapping position scoring above the threshold, as pixel boxes with scores. Use it for exact-looking pixel patterns at the same scale; for different scale, rotation or perspective use /v1/homography. Price: $0.003 a call.
Find where a small pattern image (a button, icon, logo or crop) appears inside a larger screenshot or picture, using OpenCV cv2.matchTemplate. Returns the best position, plus every non-overlapping position scoring above the threshold, as pixel boxes with scores. Use it for exact-looking pixel patterns at the same scale; for different scale, rotation or perspective use /v1/homography. Price: $0.003 a call (3 free calls a day without an API key).
Full history: list_changes · trend: quality JSON.
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.
+dns-namespace +website -unreachable(2 failures) +updated-16d-ago -no-repository
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://visionflow-match.saastemly.com/mcp streamable-http | none | no (2 failures) | 95% | 227 ms | 2025-06-18 | 2026-10-19 |
feature-match | Match local features between a pattern image and a larger image: detects ORB or SIFT keypoints in both, matches them with a brute-force matcher and Lowe's ratio test (OpenCV BFMatcher.knnMatch), and returns the good matches as point pairs sorted by distance. Use it to see which parts of a pattern are present and where, even when the pattern is scaled or rotated; for the pattern's outline use /v1/homography. Price: $0.004 a call (3 free calls a day without an API key). |
homography | Locate a pattern image inside a larger image even when it is scaled, rotated or viewed at an angle: ORB or SIFT feature matching plus cv2.findHomography with RANSAC. Returns whether it was found, the 3x3 homography (pattern pixels to image pixels), the four projected corners, the bounding box, and the inlier count as confidence. Use it to find a UI element, logo or object in a screenshot or photo. Price: $0.004 a call (3 free calls a day without an API key). |
template-match | Find where a small pattern image (a button, icon, logo or crop) appears inside a larger screenshot or picture, using OpenCV cv2.matchTemplate. Returns the best position, plus every non-overlapping position scoring above the threshold, as pixel boxes with scores. Use it for exact-looking pixel patterns at the same scale; for different scale, rotation or perspective use /v1/homography. Price: $0.003 a call (3 free calls a day without an API key). |
Schemas: list_tools.
And 1 more from this publisher.
{
"name": "com.saastemly/visionflow-match",
"icons": [
{
"src": "https://visionflow-match.saastemly.com/icon.svg",
"mimeType": "image/svg+xml"
}
],
"title": "VisionFlow Match",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://visionflow-match.saastemly.com/mcp",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"isSecret": true,
"description": "Bearer <API key>: prepaid credits from https://visionflow-match.saastemly.com (tools with a free tier work without one)"
}
]
}
],
"version": "1.0.1791044159",
"websiteUrl": "https://visionflow-match.saastemly.com",
"description": "Hosted OpenCV for finding a pattern image inside a larger image: template matching, ORB/SIFT..."
}