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AI agents

Mireye

AI agents are starting to act in the real world, but they can't reliably understand it. Geospatial data is complex, fragmented, and unstructured. Ask a model a specific question about a specific place and it guesses. Our API and MCP give agents cited answers about any location. Our mission is to index every inch of the earth, and make it as queryable as the web.

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #3107

AI agents are starting to act in the real world, but they can't reliably understand it. Geospatial data is complex, fragmented, and unstructured. Ask a model a specific question about a specific place and it guesses. Our API and MCP give agents cited answers about any location. Our mission is to index every inch of the earth, and make it as queryable as the web.

source
generated read
High Signal interpretation

Mireye is classified as AI agents from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
APIMCPAI agents
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Mireye

AI agents · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Tasklet

match 77

AI chatbots can answer questions, but they can't do your work — they aren't connected to your tools, can't take actions, and stop running when you close the tab. Meanwhile, knowledge workers are still spending most of their day switching between dozens of SaaS apps, manually stitching together workflows that should be automated. Tasklet is the AI agent that actually does the work. It connects to every tool you use — via thousands of built-in integrations, any HTTP API, or MCP servers — and takes

shared extracted concept terms: api, mcp; shared product terms: but, question, api, mcp; shared product theme: developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

Ardis AI

match 74

Ardis AI extracts information from your unstructured text data and automatically generates a knowledge graph that can be browsed and queried, by web app or by API. Users can ask complex questions about the content of your text data, and Ardis responds with the answers and the evidence -- even when the information needed to answer the questions comes from multiple documents. Ardis also provides summary views of the topics discussed in your data. Coming soon: an Ardis plug-in for Elasticsearch, an

shared extracted concepts: api; shared product terms: unstructur, web, api, ask; shared product theme: developer infrastructure; shared affiliation: Y Combinator

Outlit

match 73

Outlit turns every customer-facing tool in your stack, like Stripe, Granola, PostHog, Slack, Gmail, Pylon, and more, into one complete, queryable customer profile. We resolve fragmented identity across mismatched records, extract structured facts and signals from unstructured interactions, and expose the result through CLI, MCP, and API. So every person and agent in your company has the full context on every customer to work from.

shared extracted concepts: api, mcp; shared product terms: fragment, unstructur, api, mcp; shared product theme: developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

Rindler

match 71

Rindler turns any website, including sites without APIs, into a deterministic API that AI agents can reliably use. It handles logins, 2FA, and bot detection, giving agents clean structured data and dependable actions instead of raw HTML, with robust maintenance when sites change. Rindler is agent-agnostic and built on the open MCP standard, so it works with any agent. For operators: get your team out of portals and back to the work that matters. For agent builders: let your agents act on the rea

shared extracted concepts: api; shared product terms: act, reliably, api, mcp; shared product theme: developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

VOYGR

match 57

VOYGR is a better maps API every agent and AI app will need. Google says '4.2 stars, open till 10 – VOYGR knows the chef left, wait times doubled, and locals moved on. Our intelligent local search combines accurate place data with fresh web context – news, articles, and events. We expand beyond 10-15 map attributes into infinite, queryable place profiles, enabling agents to reason and act in the real world. Maps are no longer browsed – LLMs/agents use them to reason and act. 20M+ apps/websites,

shared product terms: act, real, place, api; shared product theme: developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

Guide Labs

match 50

At Guide labs, we build Interpretable foundation models and AI systems that can reliably explain their reasoning, and are easy to audit, steer and understand. We provide access to these models via our API.

shared extracted concepts: api; shared product terms: model, reliably, understand, api; shared product theme: developer infrastructure; shared affiliation: Y Combinator