Fillin
Give your agent live search across agents, CVEs, papers, frontier AI news, and prediction markets when training data is stale.
Overview
Fillin is an MCP server for the Idea phase that lets agents search AI agents, CVEs, papers, frontier AI, and prediction markets past the LLM cutoff.
What is this MCP server?
- Streamable HTTP remote MCP at fillin.glyphapi.dev/mcp/
- Search oriented to AI agents and post-cutoff topics
- Covers CVEs, academic papers, frontier AI, and prediction markets
- No local npm package required—hosted endpoint
- Version 0.2.1 with website fillin.glyphapi.dev
- Remote MCP version 0.2.1
- Transport: streamable-http at https://fillin.glyphapi.dev/mcp/
- Topic areas: AI agents, CVEs, papers, frontier AI, prediction markets
What problem does it solve?
Agents confidently answer from stale weights and miss recent CVEs, papers, and agent releases you need for decisions.
Who is it for?
Builders researching tools, threats, and AI news who want a single remote MCP instead of tab-hopping.
Skip if: Replacing deep codebase search, paid patent databases, or guaranteed real-time financial trading data.
What do I get? / Deliverables
You get MCP-backed searches tuned for post-cutoff technical and agent-ecosystem facts inside the same chat session.
- Configured remote Fillin MCP endpoint
- Agent-executable searches for agents, CVEs, papers, and related topics
- Research snippets usable in specs and decision notes
Recommended MCP Servers
Journey fit
Fresh discovery belongs at Idea research first, but the same cutoff-gap search supports scoping bets and staying current in production. Fillin is a remote search MCP aimed at research and discovery, not at shipping code or running monitors.
How it compares
Specialized post-cutoff research MCP, not a generic web-scrape or GitHub code search skill.
Common Questions / FAQ
Who is Fillin for?
Indie builders and agent users who need fresher CVE, paper, agent, and market-oriented search than the base model provides.
When should I use Fillin?
Use it during Idea research, Validate scoping, or Operate iteration whenever answers must reflect events after the model’s training cutoff.
How do I add Fillin to my agent?
Add the remote MCP URL https://fillin.glyphapi.dev/mcp/ (streamable HTTP) in your agent’s MCP servers list per fillin.glyphapi.dev docs.