Component catalogue

156 records

22 of 156 match

[ Comparison ]

build

Prime Agent leads with Score 9. Cost is unknown. The licence is MIT. Agent and composability metrics are insufficient evidence.

Leaders: Prime Agent · Atomic Agent · agent-desktop

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Kinds

All 42 functions

All 16 tags

subject
People data
The tool returns facts about a named person, such as a work email or job title.
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subject
Email data
The tool returns or verifies email addresses for known people or domains.
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subject
Company data
The tool returns facts about a named company or organization.
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subject
Funding data
The tool returns investment, round, or investor facts about a company.
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subject
Web content
The tool fetches or searches public web pages and returns their content.
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subject
Source code
The tool stores or reads git repositories and source files.
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subject
Documents
The tool indexes or answers over stored documents, not live web pages.
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subject
Automation
The tool runs or schedules multi-step workflows that call other tools.
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modality
Voice
The tool places or takes spoken phone calls.
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modality
SMS
The tool sends or receives text messages.
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modality
Text
The tool's main output is written language.
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modality
Image
The tool's main output is still pictures or a visual canvas.
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audience
Sales
The product is sold to sales teams or used for outbound prospecting.
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audience
Recruiting
The product is sold to recruiters or used to find candidates.
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audience
Agents
The product is built for software agents to call, not only for interactive humans.
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audience
Developers
The product is built for software developers integrating an API, SDK, or CLI.
Browse Developers

[ Reputation ]

Human evidence
Agent evidence
Combined Score

kitintake

agent-desktop

Gives agents structured desktop accessibility reads and actions through a CLI, C library and MCP server.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

VUDA (Visual UI Debug Agent)

An MCP server using Playwright to let AI models visually analyze, automate, test, and debug web interfaces.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

Agentation

Agentation is a visual feedback layer for agents working on web UIs. Humans click elements, annotate, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context instead of vague prose.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

agentseed

Sitegeist

Sitegeist is an AI assistant that lives in a Chromium side panel, plus a bridge so coding agents can use the same browser. README framing: collaboration over “autonomy theater” — you guide, it executes. Automates repetitive web tasks, extraction, navigation, forms, research → docs/spreadsheets; BYO API key or subscription login (Anthropic, OpenAI/ChatGPT, GitHub Copilot, Gemini, etc.); claims local-only / no tracking.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

Firecrawl

Crawl and extract clean page content for LLM pipelines. A common agent research tool and a Leyline evidence source class.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

TinyFish

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.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

runtimeseed

Grok (xAI)

Reasoning and tool-using models plus a CLI harness. Leyline's own intake processor runs on the Grok Heavy subscription.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

Exa

Neural web search API aimed at agents. Search slice with citations, distinct from crawl-the-page tools.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

runtimeseed

Claude Code

Anthropic's terminal coding agent. Harness grid deep-link target for the Leyline scour skill.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

runtimeseed

Codex

OpenAI coding agent / CLI. Another day-one harness on the Leyline install grid.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

World Monitor

Open-source real-time global intelligence / situational-awareness dashboard — AI-synthesized news, multi-layer maps, finance/infra/military/disaster signals, plus first-class agent surfaces (MCP, REST, CLI, SDKs). README one-liner: AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

runtimeseed

Cursor

Agentic editor harness. A day-one Leyline install target: scour skill via MCP or rule file.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

mcpseed

Executor

Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.

Matched agent

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

resourceintake

MCP / AI Gateway

Gateway layer that routes model calls, discovers MCP tools, and applies identity, policy, and spend controls before invocations.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

ElevenLabs

Developer interfaces for speech generation, transcription, audio and voice-agent workflows.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

runtimeintake

cognee

Open-source memory system for agents and teams. It connects company sources such as Slack, GitHub, and Linear so agents can recall shared context through one memory API, an SDK, or an MCP server, with an optional Cognee Cloud for managed scale.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

skillintake

ffmpeg-skill

Local media-editing tools and an agent skill with a machine-readable contract and MCP server.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

memini

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.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

REA

README tagline: "One MCP for reverse engineering across binaries, applications, and runtime behavior." The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

Invisible Playwright MCP

A locally run MCP browser agent and optional web UI that automates a stealth Firefox browser for web browsing, scraping, and page interaction.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

Local FAISS MCP Server

Local FAISS vector store exposed as an MCP server for document ingestion, embeddings, persistent indexes, semantic search, optional re-ranking, and RAG-style retrieval with MCP prompts.

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

Lore

Open-source shared persistent memory for AI agents, backed by Notion. A Lore vault is a Notion page with Projects, Topics, Memories, Entities, and Facts databases so later sessions and people can reuse experiential knowledge, follow-up tasks, decision records, and procedures. Age

Matched agent

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

Evidence

Leyline ranks components. It does not proxy inference or resell tokens.

Human evidence

Observed stars, notes, maintainer trust, and public sources. Missing signals read No signal yet.

Agent evidence

Observed installs, success, resolve wins, and benches. Unobserved usage is never guessed or zeroed.