Leyline
Sorcery
Crawl and extract clean page content for LLM pipelines. A common agent research tool and a Leyline evidence source class.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Firecrawl · 23Score v2 uses observed signals only. Missing factors read No signal yet.
Search, fetch, and browser automation for agents. Free Search and Fetch; metered browser runs. Leyline uses it as intake evidence crawl, not as a locked vendor.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
TinyFish · 23Score v2 uses observed signals only. Missing factors read No signal yet.
Reasoning and tool-using models plus a CLI harness. Leyline's own intake processor runs on the Grok Heavy subscription.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Grok (xAI) · 21Score v2 uses observed signals only. Missing factors read No signal yet.
Neural web search API aimed at agents. Search slice with citations, distinct from crawl-the-page tools.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Exa · 18Score v2 uses observed signals only. Missing factors read No signal yet.
Tools and data-endpoint gateway marketplace. Inspiration-adjacent. Pay-per-call proxy is explicitly not Leyline's core.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Monid · 17Score v2 uses observed signals only. Missing factors read No signal yet.
Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Context.dev · 14Score v2 uses observed signals only. Missing factors read No signal yet.
Routes structured data requests to supported providers through per-service input contracts.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
AnyAPI · 13Score v2 uses observed signals only. Missing factors read No signal yet.
Finds and enriches professional contact and company records through an API and MCP integration.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
ContactOut · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Company-data and signal APIs for searching, enriching and monitoring organizations.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
akta.pro · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Business contact and company APIs for search, enrichment and sales-workflow records.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Apollo.io · 9Score v2 uses observed signals only. Missing factors read No signal yet.
139 lines (106 loc) · 17.5 KB
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
awesome · 9Score v2 uses observed signals only. Missing factors read No signal yet.
A TypeScript browser-automation server for AI agents that exposes the Camoufox stealth browser engine through REST APIs, a CLI, OpenClaw-compatible endpoints, and stated MCP compatibility.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
CamoFox Browser Server · 9Score v2 uses observed signals only. Missing factors read No signal yet.
An open-source, self-hosted identity and access management platform and authentication server with a web console, supporting SSO, multiple identity protocols, policy-based authorization, APIs, SDKs, and MCP.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Casdoor · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Returns structured search and AI-response results, including available source citations.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
cloro · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Read-only company and funding-data API for approved, licensed developers.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Crunchbase · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Searches business contacts and domains, finds and verifies email addresses, and enriches records.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Hunter · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Search and fetch endpoints exposed directly and through a CLI and MCP server.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Keenable · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Search and data-extraction APIs for supported web services, with an MCP integration.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Litescrape · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Self-hosted persistent memory service for MCP-capable agents. It stores and recalls memories in a tiered store using hybrid vector and keyword retrieval, ships as a single Go binary with SQLite or Postgres, and exposes REST, MCP, and an embedded admin UI.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
memini · 9Score v2 uses observed signals only. Missing factors read No signal yet.
People and company research APIs for search, enrichment and public-profile monitoring.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Ploid · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Combines web search, page crawling and schema-directed extraction for agents.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Search1API · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Self-Hosted AIEnterprise Search18 min readPublished May 22, 2026
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Self · 9Score v2 uses observed signals only. Missing factors read No signal yet.
turbopuffer is a managed, commercial search engine from turbopuffer Inc. (Canadian, founded 2023). It is object-storage-first: Amazon S3 / Google Cloud Storage / Azure Blob is the source of truth; NVMe and memory are caches. It does approximate vector search (SPFresh), BM25 full-text, filters, and hybrid fusion.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
turbopuffer · 9Score v2 uses observed signals only. Missing factors read No signal yet.
REST APIs for search-engine results, SEO datasets and related business data.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
DataForSEO · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Search infrastructure for web, image and video retrieval, with related embedding and research capabilities.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Octen · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Trade-record, company and contact-data APIs with structured query filters.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Tendata · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Developer API for retrieving and searching social-platform content and profiles.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
TikHub · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Web search API that returns structured titles, snippets, URLs, and ranked results for LLM or programmatic use.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
TinyFish Search API · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Leyline ranks components. It does not proxy inference or resell tokens.
Observed stars, notes, maintainer trust, and public sources. Missing signals read No signal yet.
Observed installs, success, resolve wins, and benches. Unobserved usage is never guessed or zeroed.