Agent-native observability for AI agents. MCP server with web dashboard, alerting, and semantic search. Built with Rust, Axum, SQLite, and HTMX.
Agent-native observability for AI agents. MCP server with web dashboard, alerting, and semantic search. Built with Rust, Axum, SQLite, and HTMX.
Agent-native status, observability, and knowledge platform for AI agents. MCPolly is an MCP server that lets AI agents report their progress, errors, and state in real time — and gives humans a unified web dashboard to monitor everything. Agents can also index and semantically search product documents to stay aligned.
all-minilm model pulled (for embeddings) - Port 3000 (or configured port) availableCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
all-minilm model pulled (for embeddings) - Port 3000 (or configured port) available| Variable | Description | Required |
|---|---|---|
| MCPOLLY_URL | Endpoint or connection string the server talks to. | Yes |
| MCPOLLY_API_KEY | Credential the server authenticates with. | Yes |
| DATABASE_URL | Endpoint or connection string the server talks to. | Yes |
| OLLAMA_URL | Endpoint or connection string the server talks to. | Yes |
Give your coding agent the full DevTools toolbox: traces, network, console, heap snapshots and Lighthouse.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.
Errors with full context — stack traces, issue triage and AI-powered root-cause analysis from Sentry's server.
Connect Flutter applications with AI coding assistants via the Model Context Protocol.
Enables natural language interaction with Splunk Enterprise and Cloud for searching data and managing resources.