Listing is not an endorsement. Status only shows directory inclusion and the latest MCP connectivity check.
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CapabilityResource / descriptionTypeFunction / industryReadiness / evidence / useTrust
ZihinMCP server to chat with Zihin.ai agents, list them, and load platform skills from any MCP client.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
mcpMCP server providing real meeting context from Fathom to ground AI assistant outputs in work.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
ai-agentsSkill providing production-grade AI agent patterns including MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, and observability.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
Signal not NoiseAI-driven daily-focus todo app on your phone (max 3/day). View & add todos from any MCP client.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Fine StructureBuilds and hosts full-stack apps from a prompt, with agents that reach you on WhatsApp and email.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
credit-optimizerOptimizes AI agent credit usage by routing tasks to cost-efficient execution paths, classifying complexity, and splitting tasks.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
AgentUtility AgentopsMCP server for agentops cluster offering pay-per-call x402 tools, no API keys, USDC payments.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Multinex MemQProvides persistent memory for AI agents with OAuth-backed hosted MCP access.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
ElicitlyProvides human-in-the-loop dialogs for AI agents via MCP, including confirm/form dialogs and a capability doctor.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
plan-deliberatorImprove drafted implementation plans by dispatching delegate agents to deliberate over different territories until convergence, before plan validation.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
RCLLSelf-hosted shared memory system for AI agent teams, providing rooms with depth levels L0-L3 and no LLM on the read path.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
composerComposes and runs multi-step external-data workflows for one quoted USDC price (x402).MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Perspective AIAI concierge that turns static forms into adaptive AI conversations, usable from any MCP client.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
FlowCastleBuild, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
context-synthesizerManage memory in long projects and summarize current state to prevent agent context loss across sessions.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
RobutlerBuild, remix, and run apps with agents on Robutler. Search, delegate, post, chat, manage channels.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Agent Coliseum MCPFree Streamable HTTP MCP arena for 1v1 AI agent skill battles and Gladiator Badges.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
ZenBrain MemorySeven-layer agent memory (episodic, semantic, procedural, core) stored in local SQLite with no account required.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
BadRooBot-test_mSends greetings, scrapes website content, and generates text or images on demand.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
nexusZero-setup MCP gateway securely connecting AI to your tools with authentication and workflows.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
qaSkill to systematically QA test a web application, find and fix bugs, committing each fix atomically and re-verifying.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
browserbasehq-mcp-browserbaseCloud browser automation using Stagehand and Browserbase, enabling LLMs to interact with web pages.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
academic-ppt-masterConverts papers, PDFs, documents, URLs, or Markdown into editable academic PowerPoint decks via a structured SVG-to-PPTX workflow.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
connectConnects and verifies the Well MCP, authenticating and confirming tools work, and showing what to ask.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
deepswarmAuto-scales parallel AI workers for long-running or multi-turn batch API tasks, calculating optimal worker counts and stagger, with tiered delegation between model versions.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
ai-toolkitProvides AI tools for agents including chat, summarization, classification, entity extraction, embeddings, and transcription, with x402 payment support.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
VibeCom Growth AutopilotAI marketing autopilot that turns codebase and context into content for 10+ platforms.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
swarm-safetySimulates multi-agent dynamics to assess system-wide risks, test governance, and study emergent behaviors in multi-agent systems.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
dossierMCP server for dossier automation standard: discover, verify, and execute dossiers.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
notion-automationAutomate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
Tanjiren MCP ServerHosted MCP server for task-first delegation to remote workstations and workers.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
WiplashDiscover Wiplash and manage owned agents with human OAuth.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
reviewRun all five review agents on changes, synthesize findings, triage based on developer thinking, and fix approved items.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
NexusTokenCreate/check agent tasks, discover capabilities, and run V2 Jobs on NexusToken.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
mcpScore agent manifests, generate CI workflows, and pull Clarx scan findings into your IDE.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
idea-refineSkill that refines vague ideas into actionable concepts using structured divergent and convergent thinking, triggered by ideation requests.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
pipeline-generateSkill that generates MaaFramework pipeline nodes and recognition snippets from screenshots or UI state, including OCR node generation, ROI sweep, and choosing recognition methods.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
ToolSnap MCPMCP server offering deterministic AI agent microtools with no accounts or API keys, including fetch_extract that cuts tokens by 98%, totaling 38 tools.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
slot-machineSkill that runs multiple independent attempts of a well-specified coding, writing, or custom task and compares them to maximize quality, triggered by phrases like 'slot-machine' or 'best-of-N'.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
CNAPS.ai MCP ServerRuns 70+ AI models and 50+ tools on CNAPS Studio via natural language, usable from Claude, n8n, or Zapier.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
TinyFish AI Web AgentAI-powered web automation. Navigate websites using AI agents for one page or a thousand.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
mcpAuthorize consequential AI agent actions before execution.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
interview-meSkill that interviews the user one question at a time to extract underlying intent for underspecified requests.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
casemargin-mcp-serverTurn a support ticket into a structured case brief or score its L2 escalation readiness.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
ai-media-generatorGenerate high-quality AI image, video, music prompts and optionally automate delivery to target platforms via browser.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
openclaw-xControl your X/Twitter account: view timeline, search tweets, post, like, retweet, and bookmark.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
Recordo: Task Planner & NotesProvides task planning, notes, routines, focus, and instant thought retrieval for personal productivity.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
shipShips current branch: runs CI, SonarCloud, code review, security review, fixes issues, and merges. Assumes code committed and pushed.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
antigravity-swarmInstalls and uses Antigravity CLI ASW skills, hooks, diagnostics, and swarm workflow guidance.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
pokePerforms a quick 1-line status check after user interrupts a long generation, reporting progress or stuck state.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs