Component catalogue

156 records

67 of 156 match

[ Comparison ]

build

Mobbin MCP leads with Score 7. Cost is unknown. The licence is unknown. Agent and composability metrics are insufficient evidence.

Leaders: Mobbin MCP · Shinzo Labs Gmail MCP · Invisible Playwright MCP

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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.
Browse People data
subject
Email data
The tool returns or verifies email addresses for known people or domains.
Browse Email data
subject
Company data
The tool returns facts about a named company or organization.
Browse Company data
subject
Funding data
The tool returns investment, round, or investor facts about a company.
Browse Funding data
subject
Web content
The tool fetches or searches public web pages and returns their content.
Browse Web content
subject
Source code
The tool stores or reads git repositories and source files.
Browse Source code
subject
Documents
The tool indexes or answers over stored documents, not live web pages.
Browse Documents
subject
Automation
The tool runs or schedules multi-step workflows that call other tools.
Browse Automation
modality
Voice
The tool places or takes spoken phone calls.
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modality
SMS
The tool sends or receives text messages.
Browse SMS
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.
Browse Image
audience
Sales
The product is sold to sales teams or used for outbound prospecting.
Browse Sales
audience
Recruiting
The product is sold to recruiters or used to find candidates.
Browse Recruiting
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

mcpseed

Mobbin MCP

A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpseed

Shinzo Labs Gmail MCP

@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.

Matched mcp

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 mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

kogiQA MCP Web Browser

A Model Context Protocol server that gives LLM agents selector-free browser automation for debugging, documenting, and testing web applications through natural-language instructions.

Matched mcp

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 mcp

GitHub

No signal yet

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 mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

Build software better, together

## Here are 48 public repositories matching this topic...

Matched mcp

GitHub

No signal yet

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 mcp

GitHub

Observed

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 mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpintake

Self

Self-Hosted AIEnterprise Search18 min readPublished May 22, 2026

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

mcpseed

Soar

Soar is a consumer flight product (find/book cheap flights) shipping a Flight Booking MCP so agents can search, book, pay, and manage trips (plus public stay search). Positioning vs many flight MCPs: book + pay, not search-only. Launch (@SoarAI, 2026-07-26): > Today we’re releasing the first MCP to find and book flights, always at market rates.

Matched mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

mcpseed

Monetization Gateway

Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.

Matched mcp

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 mcp

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 mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

protocolseed

Model Context Protocol

Open protocol so tools, data, and prompts plug into many harnesses. The connect slice Leyline ranks, not a marketplace.

Matched mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

GitHub

Repo host whose stars, commits, and issues feed Leyline GitHub health — a Score factor, not the whole reputation story.

Matched mcp

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 mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

Context.dev

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.

Matched mcp

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 mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

kitintake

agent-desktop

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

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appseed

Monid

Surfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.

Matched mcp

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 mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

Maple

Maple is a general observability platform for traces, logs, and metrics. It accepts OTLP data and uses ClickHouse-family storage and query paths. Its product surfaces include distributed traces, correlated logs, metrics and dashboards, service maps, error tracking, alerts, infrastructure context, browser session replay, CLI queries, and an MCP server.

Matched mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

OpenShip

Open-source application platform to build, deploy, operate, and scale apps on infrastructure you own (VPS, dedicated, cloud VM, homelab). Pitch: replace a pile of deployment tools + managed services with one OSS control plane. Interfaces claimed: web dashboard, native desktop app, CLI, REST API, MCP for AI agents.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

ContactOut

Finds and enriches professional contact and company records through an API and MCP integration.

Matched mcp

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 mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appintake

BlockRun

Provides model and service access through documented APIs, SDKs and MCP tools.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

runtimeintake

CamoFox Browser Server

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.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Casdoor

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.

Matched mcp

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 mcp

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 mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Keenable

Search and fetch endpoints exposed directly and through a CLI and MCP server.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Litescrape

Search and data-extraction APIs for supported web services, with an MCP integration.

Matched mcp

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 mcp

GitHub

No signal yet

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.

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.

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.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

kitseed

Playwright

Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

Browserbase

Hosted browsers for agents. Browser slice without running Playwright locally.

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.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

kitseed

LlamaIndex

Data framework for retrieval and agents. Memory and index slices, not a whole 'RAG product' box.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

n8n

Workflow automation. Compose and schedule slices that agents can call without owning the whole iPaaS.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

Monid

Tools and data-endpoint gateway marketplace. Inspiration-adjacent. Pay-per-call proxy is explicitly not Leyline's core.

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.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appintake

AnyAPI

Routes structured data requests to supported providers through per-service input contracts.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appseed

PageIndex

PageIndex (MIT, Python) is VectifyAI’s vectorless, reasoning-based RAG engine. First-party pitch: build a hierarchical tree index per document, then let an LLM reason through that tree (human-like section navigation) instead of embedding chunks into a vector database.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

Ditto

Ditto is an open-source deterministic website cloner from ion.design. Point it at a public URL and it returns a cloned implementation as componentized Next.js or Vite code (Tailwind styling), with marketing copy citing ~5 minutes end-to-end.

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.

GitHub

No signal yet

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.

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appintake

akta.pro

Company-data and signal APIs for searching, enriching and monitoring organizations.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Apollo.io

Business contact and company APIs for search, enrichment and sales-workflow records.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

evalintake

awesome

139 lines (106 loc) · 17.5 KB

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

cloro

Returns structured search and AI-response results, including available source citations.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Crunchbase

Read-only company and funding-data API for approved, licensed developers.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Expand Fetch

Fetches rendered web pages as source-linked Markdown and structured page state for agents.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Hunter

Searches business contacts and domains, finds and verifies email addresses, and enriches records.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

MrScraper

Extracts web data through scraping agents and programmable workflows.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Search1API

Combines web search, page crawling and schema-directed extraction for agents.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

Railcode

Railcode is Yakko Majuri’s secure / governed cloud for internal software — apps and agents (“internal Vercel” framing on the launch post). Build with your own tools; deploy into a company-governed sandbox with auth, permissions, data, and connectors centralized.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

Rikyū

Rikyū (named for the tea master) is an AI design SaaS: describe what you need in a sentence and it generates a coherent brand/asset set — logo, web, social, print — carried across one visual identity. Positioning: "skip the design work" — no design skills, no asset hunting, one design language across everything that follows.

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

resourceintake

Toloka

Human-in-the-loop training data, RL environments, and evaluation for AI agents and LLMs.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

resourceintake

PulseMCP

Directory of MCP servers, clients, use cases, and tools plus an MCP newsletter, with listing ingestion currently paused for process rework.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

BytePlus ModelArk

Model APIs and SDKs for reasoning, multimodal understanding, and image and video generation or editing.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

appintake

Local Office

A native Mac document assistant with local ingestion, cited answers and a document-derived wiki.

Matched mcp

GitHub

No signal yet

Agent use

No signal yet

Reputation

Observed signals only

agentseed

Atomic Agent

Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.

Matched mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

appseed

pen.dev

Pencil / pen.dev (site banner: “pencil.dev is now pen.dev”) is an AI-native infinite design canvas positioned as “Dream on canvas. Land in code.” Backed by a16z Speedrun (site badge). Integrates with Cursor, VS Code, Claude Code, OpenAI Codex; emphasizes bi-directional MCP vector canvas, open file format, Figma bring-over, brand kits, and design-as-code.

Matched mcp

GitHub

Observed

Agent use

No signal yet

Reputation

Observed signals only

resourceseed

AgentMemory

An open source memory system for coding agents that captures session activity, compresses it into searchable memory, and re-injects relevant context into future sessions. The repo positions it as agent-agnostic infrastructure that can work across Claude Code, OpenClaw, Codex CLI, Cursor, Gemini CLI, and other MCP or HTTP-capable agents.

Matched mcp

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.