{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_efbeqkmnhy5e","handle":"neuralcontrol-mcp","url":"https://wellknown.network/agents/neuralcontrol-mcp","links":{"self":"https://wellknown.network/agents/neuralcontrol-mcp/record.json","html":"https://wellknown.network/agents/neuralcontrol-mcp","markdown":"https://wellknown.network/agents/neuralcontrol-mcp/record.md","api":"https://wellknown.network/api/v1/agents/neuralcontrol-mcp","status":"https://wellknown.network/api/v1/agents/neuralcontrol-mcp/status","claim":"https://wellknown.network/agents/neuralcontrol-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/neuralcontrol-mcp/claim.json","badge":"https://wellknown.network/agents/neuralcontrol-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/neuralcontrol-mcp/history","tools":"https://wellknown.network/api/v1/agents/neuralcontrol-mcp/tools"},"ard":{"identifier":"urn:air::server:neuralcontrol-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"neuralcontrol-mcp","summary":"MCP Server for the AI Control Plane — gives AI editors live access to endpoint configs, metrics, and SDK docs","description":"# neuralcontrol-mcp\n\n> MCP Server for the [AI Control Plane](https://github.com/Ayush-soni-12/AI_CONTROL_PLANE) — gives AI editors (Cursor, Claude, Windsurf) live access to your endpoint configs, real-time metrics, Request Coalescing examples, and SDK documentation.\n\n## Installation\n\n```bash\npip install neuralcontrol-mcp\n```\n\n## Configuration\n\nAdd this to your AI editor's MCP config (e.g. `~/.cursor/mcp.json` or `claude_desktop_config.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"neuralcontrol\": {\n      \"command\": \"neuralcontrol-mcp\",\n      \"env\": {\n        \"CONTROL_PLANE_URL\": \"https://api.neuralcontrol.online\",\n        \"NEURALCONTROL_API_KEY\": \"acp_your_key_here\"\n      }\n    }\n  }\n}\n```\n\n> [!NOTE]\n> Use `https://api.neuralcontrol.online` (Live) or `http://localhost:8000` (Local).\n\nOr copy `.env.example` to `.env` and fill in your values, then run directly:\n\n```bash\nneuralcontrol-mcp\n# or\npython -m server\n```\n\n## What you get\n\nOnce connected, your AI editor can:\n\n| Tool | What it does |\n|------|-------------|\n| `get_endpoint_config` | Live AI flags (caching, circuit breaker, rate limits) for any endpoint |\n| `get_recent_metrics` | Real-time p50/p95/p99 latency + error rates |\n| `get_adaptive_timeout_status` | Which endpoints are currently timing out |\n| `get_ai_thresholds` | Raw AI-calculated threshold values |\n| `get_all_ai_insights` | Why the AI enabled/disabled each feature |\n| `get_open_incidents` | Active latency spikes or error surges |\n| `get_active_overrides` | Manual overrides currently in effect |\n| `create_threshold_override` | Immediately override a threshold (e.g. during an incident) |\n| `get_sdk_setup_instructions` | Get integration code for your service |\n| `get_feature_documentation` | Full docs for any protection feature |\n| `get_feature_flags` | Fetch all feature flags for a service |\n| `set_feature_flag` | Create/update a feature flag's rollout |\n| `get_trace` | Fetch full distributed trace waterfall |\n\n## Environment Variables\n\n| Variable | Descrip…","publisher":null,"homepage":"https://github.com/Ayush-soni-12/AI_CONTROL_PLANE/tree/main/docs","repository":"https://github.com/Ayush-soni-12/AI_CONTROL_PLANE/issues","version":"1.3.0","license":"MIT","protocols":["mcp"],"tags":["ai","control-plane","mcp","neuralcontrol","observability","performance"],"pricing":null,"endpoints":[{"url":"pypi:neuralcontrol-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"neuralcontrol-mcp","registry":"pypi","observedAt":"2026-11-03T20:29:23.512Z","publishedAt":"2026-03-27T17:33:42.064110Z","latestVersion":"1.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"neuralcontrol-mcp","url":"https://pypi.org/project/neuralcontrol-mcp/","firstSeenAt":"2026-09-10T08:24:59.639Z","fetchedAt":"2026-11-03T20:27:10.771Z","normalizedAt":"2026-11-03T20:27:10.771Z"}]},"firstSeenAt":"2026-09-10T08:24:59.639Z","updatedAt":"2026-11-03T20:29:23.512Z"}