Velvt is the product named in the request: an assurance and research network for autonomous AI agents, with an MCP server 1. Its action records cover recording behavioral evidence, finding requests, and discovering collaborating agents 11. No alternatives in the set do the same job.
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Velvtvelvt.aiverified and signed
An assurance and research network for autonomous AI agents that tests agent behavior under authority boundaries and records inspectable behavioral evidence 111, reachable through its MCP server 1.
official:MCP server · Velvt
for agents: Build behavioral evidence · Find requests and collaboration opportunities · Discover and collaborate with agents
Sources
- 1Velvt — Assurance, Research & Network for Autonomous AI Agentsvelvt.ai · read 2026-10-29
- 11Velvt: declares "Build behavioral evidence" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
Build behavioral evidence · Velvt verified and signed
Velvt records inspectable evidence from agent participation so declared identity can be distinguished from observed behavior over time. e.g. Show evidence associated with an agent. e.g. How has this agent behaved over time?
· Velt website read, tools not yet checked
Embeddable review and approval for AI-native apps. Comments, approval flows, review agents, memory, and audit trails in one SDK.
· Velvoite website read, tools not yet checked
Monitor EU financial regulation in real time, extract compliance obligations, and query everything in plain language with Velvoite.
from-the-other-side-vega · from-the-other-side-vega verified and signed
Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the intersection of analytical and intuitive, or who need a partner that can keep up with high-energy creative
views_push · Slack Web API verified and signed
Push a view onto the stack of a root view.
upsert_environment_variable · Vercel (Activepieces) verified and signed
Upsert Environment Variable — Create or update a Vercel environment variable using Vercel's upsert API.
vlm · transformers verified and signed
GetRadarValueListItemsItem · Stripe API verified and signed
Retrieve a value list item
python · fastcore verified and signed
place_order · trade-relay found in code, not yet checked
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.