We track MCP servers, AI agents, and LLM infrastructure projects, then turn them into sales-ready leads for AI security, observability, gateway, and consulting companies.
No credit card required · 10 free leads · Export-ready CSV
Built for go-to-market teams
Find teams shipping tools before they harden them
Catch projects scaling multi-model traffic
Reach stacks with no monitoring vendor yet
Spot teams that need architecture help
Surface breakout projects pre-hype
Target fast-growing developer communities
What you get
AgentInfra Radar does the research so your team can focus on conversations that close.
We monitor public ecosystem signals to surface projects breaking out, not only the ones everyone already knows.
Hiring posts, launches, changelog activity, and adoption signals are turned into practical sales context.
Every lead includes category, growth signal, possible need, score, and a contact angle for CRM or outreach workflows.
A concise digest of promising projects and shifts in the MCP, agent, and LLM infrastructure landscape.
Sample lead pack
Ten beta sample leads with the signals and context your team needs to start a conversation. Export the pack as CSV.
Possible Need
Agent observability, evals, and runtime governance
Contact Angle
Teams adopting LangGraph often need production tracing, policy controls, and secure deployment guidance.
Growth Signal
Open-source agent framework
Source
GitHub, Official website, Official docs
Possible Need
Multi-agent monitoring, workflow evals, and governance
Contact Angle
Position security and observability around teams moving CrewAI workflows from prototypes into production.
Growth Signal
Open-source agent framework
Source
GitHub, Official website, PyPI
Possible Need
Enterprise agent evaluation and operational controls
Contact Angle
Offer help to teams standardizing multi-agent applications around a Microsoft-backed open-source framework.
Growth Signal
Open-source agent framework
Source
GitHub, Official docs
Possible Need
Sandbox security, audit logs, and coding-agent observability
Contact Angle
AI coding agents create a clear need for sandboxing, code-change audit trails, and secure execution policies.
Growth Signal
Active GitHub repository
Source
GitHub, Official website, arXiv
Possible Need
Browser session security, action logging, and hosted execution
Contact Angle
Browser agents need guardrails around credentials, sessions, and high-risk web actions.
Growth Signal
Active GitHub repository
Source
GitHub, Official website, Official docs
Possible Need
LLM gateway controls, security reviews, and app observability
Contact Angle
Dify users building internal AI apps are good prospects for gateway governance and production monitoring.
Growth Signal
Active GitHub repository
Source
GitHub, Official website
Possible Need
Deployment monitoring, secrets management, and workflow governance
Contact Angle
Low-code agent builders often need help hardening workflows before enterprise adoption.
Growth Signal
Active GitHub repository
Source
GitHub, Official website
Possible Need
Tool-call security, OAuth governance, and integration observability
Contact Angle
Agent tool integrations create natural risk around auth, permissions, and audit trails.
Growth Signal
Active GitHub repository
Source
GitHub, Official website, Official docs
Possible Need
MCP usage analytics, docs freshness monitoring, and enterprise trust signals
Contact Angle
MCP documentation providers need clear trust, freshness, and security signals for enterprise users.
Growth Signal
Public MCP-related project
Source
GitHub, Official website, MCP-related docs
Sample data shown for demonstration. Full lead packs are built from public sources such as GitHub, MCP registries, product launches, and company websites.
How it works
We index MCP servers, AI agent frameworks, and LLM infrastructure projects across public sources.
Public velocity and intent signals are scored to flag projects that may soon need your product.
Qualified leads arrive as a clean CSV with suggested contact angles so reps can reach out with context.
Pricing
Try a sample, buy a one-off pack, or keep the radar running.
See the quality before you commit.
A curated batch for a focused outreach push.
Continuous intelligence for an always-on pipeline.
Free sample
Tell us where to send them. You'll get 10 sales-ready leads from the MCP and AI agent ecosystem with growth signals, scores, and contact angles, delivered as a CSV.
FAQ