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Adds a source-aware verification layer for MCP agents that checks claims against the named tool output, returns support_score and match_span, and flags cross-source conflation.
Fraise is a single-binary memory service for AI agents that stores short temporal facts in a bipartite graph and returns capped, ranked recall (remember/recall) to lower token costs.
Use Vectorise.Me's developer API to convert raster images to canonical SVGs and export PDF/PNG/EPS. Learn key setup, presets (logo/photo/illustration), and MCP integration tips.
Install Traceforce's agent + browser extension on a small set of devices to map AI apps and their MCP endpoints, see devices in ~30 minutes, and run mcp-xray.
FlurryPORT experiments show coding agents skip thin MCP/stdio surfaces. Include human summaries, explicit actions, quota/burst metadata and signed webhook replay to increase use.
Reference MCP is an open-source indexed archive that lets AI agents search past sessions to reuse decisions and evidence. Run the demo, but set retention and access controls.
Run alma locally to store a versioned, structured 'self' profile for on‑machine AI agents. Keeps private data on‑device, standardizes agent decisions, and is quick to prototype.
Publora provides a single REST publishing API: one HTTPS POST and one API key to publish or schedule posts across 10 networks, with MCP agent support and 3 free accounts.
Use Vennio API v1.4.0 to query multi-calendar availability, create bookings (including Stripe-paid flows), and handle booking.created webhooks—get a working flow in ~60–90 minutes.
Step-by-step guide to run GraphOS locally to capture and inspect LangGraph agent traces, find prompt or tool errors, and debug privately before cloud deployment.
Tesseron is an open-source TypeScript SDK and MCP-compatible WebSocket gateway that lets web apps register typed actions callable by AI agents. Follow repo examples to run a local demo.
Guide to Mailto.Bot: create instant mailboxes with one POST, receive emails via webhooks or MCP, and prototype agent-driven email workflows without DNS or SMTP management.