{"domain":"gjalla.io","name":"gjalla","url":"https://inite.ai/en/atlas/gjalla.io","site":"https://gjalla.io","summary":"Tracks which work coding agents spend tokens on, sorting spend by bugfixes, features and costly items.","forWhom":"Engineering teams using coding agents who need to see where token spend goes","useCases":["measure whether token spend went to bugfixes or features","attribute agent spend to costliest workstreams","find context overhead and rework in agent sessions"],"categories":["dev"],"pricing":{"model":"freemium","freeTier":null,"startsAt":{"amount":499,"currency":"USD","per":"month"},"page":"https://gjalla.io/pricing","readOn":"2026-10-21"},"priceMoves":[],"interfaces":{"readOn":"2026-10-21","apiDocs":null,"openapi":null,"mcp":[{"name":"io.gjalla/mcp","tie":"namespace","remotes":["https://gjalla.io/mcp/stream"],"packages":[],"probe":{"state":"auth","checkedOn":"2026-10-21","toolCount":null,"tools":[],"serverName":null}},{"name":"io.gjalla/mcp-server","tie":"namespace","remotes":[],"packages":["pypi"],"probe":null}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://gjalla.io/mcp/stream","checkedSince":"2026-10-21","dailyChecks":4,"uptimePercent":null,"medianMs":359,"signIn":"oauth","tools":null,"contextTokens":null,"definitionsGrade":null,"definitionsScore":null,"typedResults":null,"failingChecks":null,"warnings":null,"coverage":null,"adoption":{"npmWeekly":null,"pypiWeekly":371,"githubStars":3},"score":null,"advice":{"verdict":"unproven","why":["checked on 4 of the 7 days it takes to judge reliability"],"how":["signs in by OAuth: the client opens the sign-in on first connect"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"io.gjalla/mcp","url":"https://gjalla.io/mcp/stream","answers":"sign-in","checkedOn":"2026-10-21","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=io.gjalla%2Fmcp","config":{"mcpServers":{"gjalla":{"url":"https://gjalla.io/mcp/stream"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http gjalla https://gjalla.io/mcp/stream","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=gjalla&config=eyJ1cmwiOiJodHRwczovL2dqYWxsYS5pby9tY3Avc3RyZWFtIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22gjalla%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fgjalla.io%2Fmcp%2Fstream%22%7D","connector":{"url":"https://gjalla.io/mcp/stream","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":null,"apiDocs":null,"llmsTxt":"https://gjalla.io/llms.txt","status":null,"readOn":"2026-10-21"},"trust":{"readOn":"2026-10-21","certifications":[],"training":null},"used":0,"alive":87,"traits":null,"verifiedPlans":null,"fromVendor":null}