io.github.KryptosAI/agent-observability
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
10,341 servers in this category
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
Video scene understanding for AI agents via the Primate Vision API.
Pay any Algorand x402 invoice with any asset, plus DEX swap quotes and unsigned builds.
Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connects AI assistants to a live ChemDraw window on Windows via COM automation.
Open-source EIP-2612 Permit-based wallet sessions for AI agents using MCP.
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.
The Figma desktop app as an MCP server: full Plugin API for AI agents. Local, no token, no quota.
Whether an AI agent may fetch a URL, on what terms, and at what price. Free, no key, no signup.
Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Upload files and get instant public CDN URLs from Claude Desktop, Cursor, and other MCP hosts.
The open chart format an LLM writes and the browser renders — to interactive, accessible SVG.
Persistent memory for AI agents: L1/L2/L3, web compression, threads.
Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.
Real-time Amazon, WIPO & PACER data for AI agents — 19 tools via the MCP protocol.
Live stock, crypto, SEC filings, FX and macro data for LLM agents. No API keys.