{"schemaVersion":"agentstaffer.market-lite.v1","generatedAt":"2026-10-30T09:57:40.768Z","count":24,"listings":[{"id":"mcpso:server-airtable-mcp-rashidazarang","name":"Airtable MCP","tagline":"Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP). Connect your AI tools directly to Airtable for seamless data access and management.","type":"tool","source":"mcpso","sourceUrl":"https://mcp.so/server/airtable-mcp/rashidazarang","status":"pending","profilePath":"/mcp/mcpso-airtable-mcp","score":70,"recommendation":{"label":"Needs review","score":70},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["MCP integration","Multi-agent orchestration","Coding assistance","Workflow automation","RAG","Web data extraction"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2025-03-26 17:14:40"},{"id":"claudemarketplaces:skills-agno-agi-agno-skills-agno","name":"agno","tagline":"A production-focused agent framework that handles the full stack from single agents to multi-agent teams to workflow pipelines. Notable for clean MCP integration patterns (stdio, SSE, and streamable HTTP transports all supported), built-in persistence with SqliteDb or PostgresDb, and agentic memory that lets agents decide when to store context. The Learning...","type":"skill","source":"claudemarketplaces","sourceUrl":"https://claudemarketplaces.com/skills/agno-agi/agno-skills/agno","status":"pending","profilePath":"/skills/claudemarketplaces-agno","score":59,"recommendation":{"label":"Needs review","score":59},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"protocolSupport":["mcp","http"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-03T03:09:04.061Z"},{"id":"explainx:mcp-servers-giphy","name":"Giphy","tagline":"Easily search, retrieve, and use gifs and gif gifs from Giphy. Enhance your AI models with quality gifs and animated con","type":"tool","source":"explainx","sourceUrl":"https://explainx.ai/mcp-servers/giphy","status":"pending","profilePath":"/mcp/explainx-giphy","score":69,"recommendation":{"label":"Needs review","score":69},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Coding assistance","MCP integration","Chat interface","Reusable skill package"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-08T19:54:17.747Z"},{"id":"remoteopenclaw:skills-agents365-ai-365-skills-asta-skill","name":"asta-skill","tagline":"Domain expertise for Ai2 Asta MCP tools (Semantic Scholar corpus). Intent-to-tool routing, safe defaults, workflow patterns, and pitfall warnings for academic paper search, citation traversal, and author discovery.","type":"skill","source":"remoteopenclaw","sourceUrl":"https://www.remoteopenclaw.com/skills/agents365-ai/365-skills/asta-skill","status":"pending","profilePath":"/skills/remoteopenclaw-asta-skill","score":58,"recommendation":{"label":"Needs review","score":58},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Reusable skill package","Coding assistance"],"protocolSupport":["mcp","http"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-16T16:08:43.458Z"},{"id":"remoteopenclaw:skills-nodeops-app-skills-createos","name":"createos","tagline":"Deploy ANYTHING to production on CreateOS cloud platform. Use this skill when deploying, hosting, or shipping: (1) AI agents and multi-agent systems, (2) Backend APIs and microservices, (3) MCP servers and AI skills, (4) API wrappers and proxy services, (5) Frontend apps and dashboards, (6) Webhooks and automation endpoints, (7) LLM-powered services and RAG...","type":"skill","source":"remoteopenclaw","sourceUrl":"https://www.remoteopenclaw.com/skills/nodeops-app/skills/createos","status":"pending","profilePath":"/skills/remoteopenclaw-createos","score":57,"recommendation":{"label":"Needs review","score":57},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","http"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-16T16:08:43.458Z"},{"id":"playbooks:mcp-v0v1kkk-dotnetmetadatamcpserver","name":".NET Types Explorer MCP Server - v0v1kkk/dotnetmetadatamcpserver","tagline":"A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/v0v1kkk/dotnetmetadatamcpserver","status":"pending","profilePath":"/mcp/playbooks-net-types-explorer-mcp-server-v0v1kkk-dotnetmetadatamcpserver","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:16:12.034Z"},{"id":"playbooks:skills-sounder25-google-antigravity-skills-library-09-multi-agent-delegation","name":"09_multi_agent_delegation skill by sounder25/google-antigravity-skills-library","tagline":"This skill creates isolated swarm sub-workspaces and prepares task-specific prompts and context for parallel worker agents to execute immediately.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/sounder25/google-antigravity-skills-library/09_multi_agent_delegation","status":"pending","profilePath":"/skills/playbooks-09-multi-agent-delegation-skill-by-sounder25-google-antigravity-skills-library","score":55,"recommendation":{"label":"Needs review","score":55},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","cli"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T16:12:18.520Z"},{"id":"playbooks:mcp-tesla0225-mcp-a2a","name":"A2A Client MCP Server - tesla0225/mcp-a2a","tagline":"Provides MCP-based access to A2A agents, enabling task submission, status tracking, streaming updates, and agent information queries.","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/tesla0225/mcp-a2a","status":"pending","profilePath":"/mcp/playbooks-a2a-client-mcp-server-tesla0225-mcp-a2a","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"}],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"protocolSupport":["mcp","http","cli","a2a"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:15:39.339Z"},{"id":"playbooks:mcp-mcp-mirror-tesla0225-mcp-a2a","name":"A2A MCP Client Server - mcp-mirror/tesla0225_mcp-a2a","tagline":"Connects to A2A agents, enabling messaging, task tracking, and streaming responses via MCP.","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/mcp-mirror/tesla0225_mcp-a2a","status":"pending","profilePath":"/mcp/playbooks-a2a-mcp-client-server-mcp-mirror-tesla0225-mcp-a2a","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"business-operations","label":"Business Operations"}],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"protocolSupport":["mcp","http","cli","a2a"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:11:36.873Z"},{"id":"playbooks:mcp-ericabouaf-a2a-registry","name":"A2A Registry MCP Server - ericabouaf/a2a-registry","tagline":"MCP server providing A2A agent registry with REST API and MCP tools","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/ericabouaf/a2a-registry","status":"pending","profilePath":"/mcp/playbooks-a2a-registry-mcp-server-ericabouaf-a2a-registry","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","http","cli","a2a"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:07:41.229Z"},{"id":"playbooks:mcp-khalidsaidi-a2abench","name":"A2ABench MCP Server - khalidsaidi/a2abench","tagline":"Provides an agent-native developer Q&A service with a StackOverflow-style API, MCP tooling, and A2A discovery.","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/khalidsaidi/a2abench","status":"pending","profilePath":"/mcp/playbooks-a2abench-mcp-server-khalidsaidi-a2abench","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","http","cli","a2a"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:10:26.056Z"},{"id":"explainx:generate-prompts","name":"AI prompt templates & generator | explainx.ai","tagline":"Browse modality-based prompt templates (text, image, video, audio) with generators and examples. Separate from course prompt collections on /prompts.","type":"workflow","source":"explainx","sourceUrl":"https://explainx.ai/generate/prompts","status":"pending","profilePath":"/mcp/explainx-ai-prompt-templates-generator-explainx-ai","score":55,"recommendation":{"label":"Needs review","score":55},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","cli"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-08T16:10:56.076Z"},{"id":"mcpregistry:servers-io-github-yubinkim444-2fai-first-scraper-mcp","name":"AI-First Scraper","tagline":"Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.","type":"tool","source":"mcpregistry","sourceUrl":"https://registry.modelcontextprotocol.io/servers/io.github.yubinkim444%2Fai-first-scraper-mcp","status":"pending","profilePath":"/mcp/mcpregistry-ai-first-scraper","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["RAG","Multi-agent orchestration","Web data extraction","MCP integration","Workflow automation","Coding assistance"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-05-19T03:06:06.583896Z"},{"id":"playbooks:mcp-weiwarren-agentcore-mcp-server","name":"AWS AgentCore MCP Server - weiwarren/agentcore-mcp-server","tagline":"Provides MCP access to AWS AgentCore components for building secure, observable AI agents at scale.","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/weiwarren/agentcore-mcp-server","status":"pending","profilePath":"/mcp/playbooks-aws-agentcore-mcp-server-weiwarren-agentcore-mcp-server","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:16:35.592Z"},{"id":"enterprisedna:directories-mcp-aas-ee-open-websearch","name":"Aas-ee/open-webSearch","tagline":"A TypeScript-based MCP server, CLI, and daemon that enables agents to perform multi-engine web searches and content retrieval without requiring API keys. It uses skill-guided workflows to orchestrate searches across multiple engines and parse results locally.","type":"tool","source":"enterprisedna","sourceUrl":"https://enterprisedna.co/directories/mcp/aas-ee-open-websearch/","status":"pending","profilePath":"/mcp/enterprisedna-aas-ee-open-websearch","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-01"},{"id":"playbooks:for-ads","name":"Ads skills for AI agents","tagline":"Browse Ads skills for Claude Code, Cursor, Codex and more AI coding agents.","type":"workflow","source":"playbooks","sourceUrl":"https://playbooks.com/for/ads","status":"pending","profilePath":"/mcp/playbooks-ads-skills-for-ai-agents","score":55,"recommendation":{"label":"Needs review","score":55},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","cli"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T16:18:17.960Z"},{"id":"remoteopenclaw:skills-claude-microsoft-skills-agent-framework-azure-ai-py","name":"Agent Framework Azure Hosted Agents","tagline":"Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured...","type":"skill","source":"remoteopenclaw","sourceUrl":"https://www.remoteopenclaw.com/skills/claude/microsoft/skills/agent-framework-azure-ai-py","status":"pending","profilePath":"/skills/remoteopenclaw-agent-framework-azure-hosted-agents","score":55,"recommendation":{"label":"Needs review","score":55},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-16T16:08:43.458Z"},{"id":"glama:mcp-connectors-io-github-agentlux-agentlux","name":"AgentLux","tagline":"Hosted AgentLux MCP server for marketplace, identity, creator, services, and social flows.","type":"tool","source":"glama","sourceUrl":"https://glama.ai/mcp/connectors/io.github.agentlux/agentlux","status":"pending","profilePath":"/mcp/glama-agentlux","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Multi-agent orchestration","Coding assistance","MCP integration","Design assistance","Workflow automation","Reusable skill package"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-15T12:44:53.795739Z"},{"id":"enterprisedna:directories-open-source-agentic-radar","name":"Agentic Radar","tagline":"Agentic Radar is an open-source security scanner for LLM agentic workflows. It analyzes agent implementations for vulnerabilities such as prompt injection and insecure tool usage. The tool is written in Python and is designed to help developers audit their agentic systems.","type":"framework","source":"enterprisedna","sourceUrl":"https://enterprisedna.co/directories/open-source/agentic-radar/","status":"pending","profilePath":"/mcp/enterprisedna-agentic-radar","score":61,"recommendation":{"label":"Needs review","score":61},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"protocolSupport":["mcp","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-01"},{"id":"skillsdirectory:skills-maxschottke-spec-ai-citations-tracker","name":"Ai Citations Tracker","tagline":"Use when you need to **measure** (not just describe) brand citation frequency across AI search surfaces over time. Runs a configurable brand-mention prompt set weekly against ChatGPT (OpenAI API), Perplexity (Sonar API), and optionally Google AI Mode / AI Overviews / Bing Copilot / Claude.ai (manual workflow). Stores NDJSON history for trend analysis. Trigg...","type":"skill","source":"skillsdirectory","sourceUrl":"https://www.skillsdirectory.com/skills/maxschottke-spec-ai-citations-tracker","status":"pending","profilePath":"/skills/skillsdirectory-ai-citations-tracker","score":55,"recommendation":{"label":"Needs review","score":55},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"protocolSupport":["mcp","http"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-05-28T02:00:53.451Z"},{"id":"skillsdirectory:skills-pactflow-ai-tools","name":"Ai Tools","tagline":"The **PactFlow skill** turns your AI coding assistant into a Pact and PactFlow contract testing expert. It provides deep knowledge of consumer test patterns, provider verification configuration, can-i-deploy diagnostics, and full workspace management — surfaced directly in your editor without leaving your flow. It ships as part of the [`swagger-contract-tes...","type":"skill","source":"skillsdirectory","sourceUrl":"https://www.skillsdirectory.com/skills/pactflow-ai-tools","status":"pending","profilePath":"/skills/skillsdirectory-ai-tools","score":55,"recommendation":{"label":"Needs review","score":55},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package"],"protocolSupport":["mcp","http"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-05-28T00:50:37.702Z"},{"id":"glama:mcp-connectors-ai-airshelf-catalog","name":"AirShelf Catalog","tagline":"Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.","type":"tool","source":"glama","sourceUrl":"https://glama.ai/mcp/connectors/ai.airshelf/catalog","status":"pending","profilePath":"/mcp/glama-airshelf-catalog","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["RAG","Multi-agent orchestration","Coding assistance","MCP integration","Design assistance","Workflow automation"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-21T14:30:47.190875Z"},{"id":"playbooks:mcp-getalby-mcp","name":"Alby Bitcoin Payments MCP Server - getalby/mcp","tagline":"Provides a remote MCP server to connect NWC-based bitcoin lightning wallets to LLM agents and tools.","type":"tool","source":"playbooks","sourceUrl":"https://playbooks.com/mcp/getalby/mcp","status":"pending","profilePath":"/mcp/playbooks-alby-bitcoin-payments-mcp-server-getalby-mcp","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-09T15:08:37.212Z"},{"id":"explainx:llms-aleph-2-0","name":"Aleph 2.0","tagline":"Aleph 2.0 is an upgraded video editing model that allows users to modify video content efficiently. It enables users to edit a single frame and apply those c…","type":"model","source":"explainx","sourceUrl":"https://explainx.ai/llms/aleph-2-0","status":"pending","profilePath":"/mcp/explainx-aleph-2-0","score":66,"recommendation":{"label":"Needs review","score":66},"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"}],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"protocolSupport":["mcp","http","cli","sdk"],"reviews":0,"rating":null,"externalScore":0,"installReadiness":"MCP ready","lastUpdatedAt":"2026-06-08T16:23:39.616Z"}],"pagination":{"page":206,"pageSize":24,"total":146396,"totalPages":6100,"hasNextPage":true,"nextPageUrl":"https://agentstaffer.com/api/market-lite?page=207&pageSize=24","previousPageUrl":"https://agentstaffer.com/api/market-lite?page=205&pageSize=24"},"crawlerEntrypoints":{"schemaVersion":"agentstaffer.crawler-entrypoints.v1","sourcePath":"/api/market-lite","purpose":"Cloudflare shows /api/market-lite is a recurring lightweight crawler entrypoint; use this field to discover the richer GEO and evidence resources before broad pagination.","cloudflareSignal":{"observedAt":"2026-06-16T17:08:40.021Z","window":{"start":"2026-06-15T17:08:34.785Z","end":"2026-06-16T17:08:34.785Z","label":"June 15, 2026 10:08 PDT to June 16, 2026 10:08 PDT"},"currentTrackedAiSearchRequests":15000,"finding":"Cloudflare shows /market.json, /compare.json, /api/market-lite, and /trials.json remain active, while /llms.txt and /geo.json had zero tracked AI/search requests in the current 24h window."},"requiredOrientation":[{"path":"/llms.txt","url":"https://agentstaffer.com/llms.txt"},{"path":"/geo.json","url":"https://agentstaffer.com/geo.json"},{"path":"/agent-visibility.json","url":"https://agentstaffer.com/agent-visibility.json"},{"path":"/openai.json","url":"https://agentstaffer.com/openai.json"},{"path":"/ai-crawl-monitor.json","url":"https://agentstaffer.com/ai-crawl-monitor.json"}],"recommendedNextFetches":[{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/market.json","url":"https://agentstaffer.com/market.json"},{"path":"/trials.json","url":"https://agentstaffer.com/trials.json"},{"path":"/agents.json","url":"https://agentstaffer.com/agents.json"},{"path":"/resources.json","url":"https://agentstaffer.com/resources.json"},{"path":"/retrieval.json","url":"https://agentstaffer.com/retrieval.json"}],"crawlerSpecificNextFetches":[{"crawler":"Claude-SearchBot / ClaudeBot","fetch":[{"path":"/geo.json","url":"https://agentstaffer.com/geo.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/trials.json","url":"https://agentstaffer.com/trials.json"}]},{"crawler":"OAI-SearchBot","fetch":[{"path":"/openai.json","url":"https://agentstaffer.com/openai.json"},{"path":"/answers.json","url":"https://agentstaffer.com/answers.json"},{"path":"/market.json","url":"https://agentstaffer.com/market.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/sitemap.xml","url":"https://agentstaffer.com/sitemap.xml"}]},{"crawler":"ChatGPT-User","fetch":[{"path":"/openai.json","url":"https://agentstaffer.com/openai.json"},{"path":"/llms.txt","url":"https://agentstaffer.com/llms.txt"},{"path":"/answers.json","url":"https://agentstaffer.com/answers.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/trials.json","url":"https://agentstaffer.com/trials.json"}]},{"crawler":"PerplexityBot","fetch":[{"path":"/perplexity.json","url":"https://agentstaffer.com/perplexity.json"},{"path":"/geo.json","url":"https://agentstaffer.com/geo.json"},{"path":"/retrieval.json","url":"https://agentstaffer.com/retrieval.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"}]},{"crawler":"Googlebot / GoogleOther","fetch":[{"path":"/sitemap.xml","url":"https://agentstaffer.com/sitemap.xml"},{"path":"/market.json","url":"https://agentstaffer.com/market.json"},{"path":"/resources.json","url":"https://agentstaffer.com/resources.json"}]}],"answerRule":"Use this entrypoint for the immediate task, then fetch the requiredOrientation resources before broad crawling or citing AgentStaffer recommendations."},"links":{"fullSearchJson":"https://agentstaffer.com/search.json","agentsJson":"https://agentstaffer.com/agents.json","marketLiteJson":"https://agentstaffer.com/api/market-lite","llmsTxt":"https://agentstaffer.com/llms.txt","geoJson":"https://agentstaffer.com/geo.json","agentVisibilityJson":"https://agentstaffer.com/agent-visibility.json","aiCrawlMonitorJson":"https://agentstaffer.com/ai-crawl-monitor.json","canonicalJson":"https://agentstaffer.com/market.json","html":"https://agentstaffer.com/market"},"retrievalHints":["Fetch crawlerEntrypoints.requiredOrientation before broad pagination if you need site purpose, crawler policy, and current GEO route priority.","Use pagination.nextPageUrl to continue crawling the lightweight market index.","Use each listing's profilePath, then fetch profile.json, install.json, trust.json, and trial.json for full evidence.","Use /agents.json, /skills.json, and /mcp.json for dedicated paginated indexes."],"canonicalUrl":"https://agentstaffer.com/market.json","htmlUrl":"https://agentstaffer.com/market","requestedUrl":"https://agentstaffer.com/market.json?page=206","sourceApiUrl":"https://agentstaffer.com/api/market-lite?page=206"}
