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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/ai

AI Services

Model access, evaluation and agent infrastructure.

1.1k records398 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
jambavanMCP serverMCP
by beingmartinbmc
Unknown

Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.

Code Generation~100%Code Review~100%Agent Memory~100%Prompt Management~64%
npm:jambavan · local package45/wkpublished 1 mo ago
n8n-nodes-aot-harnessAgent
by ronschu
Unknown

CHIP + Atom of Thoughts (AoT) Agent Harness — multi-provider n8n community node with a Process Analyst Worker for operational case triage (email, document, automotive service). Pluggable vaults (Obsidian, Supabase) and Human-in-the-Loop gate.

Vector SearchNotes & DocsWorkflow AutomationReasoning & PlanningDatabases
npm:n8n-nodes-aot-harness · local package45/wkpublished 4 mo ago
@zeph-to/mcp-serverMCP serverMCP
by louis-jin
Unknown

Zeph MCP server — AI agent notifications, prompts, and input via MCP protocol

NotificationsPrompt Management
npm:@zeph-to/mcp-server · local package45/wkpublished 20 d ago
zapier-discovery-mcpMCP serverMCP
by arose26
Unknown

Automation discovery: search Zapier's app directory and find popular Zap templates between apps.

Workflow AutomationPrompt Management~100%
npm:zapier-discovery-mcp · local package44/wkpublished 23 d ago
saagar-operant-mcpMCP serverMCP
by saagarpatel
Unknown

Read-only OPERANT benchmark MCP with explicit research-integrity boundaries.

Evaluation & BenchmarksCloud Platforms~71%
npm:saagar-operant-mcp · local package43/wkpublished 2 mo ago
ailist-mcpMCP serverMCP
by hifriendbot
Unknown

MCP server for AiList — search and discover Ai projects from Claude Code

FilesystemAgent Discovery~69%
npm:ailist-mcp · local package43/wkpublished 6 mo ago
VULKMCP serverMCP
by devjoaocastro
Unknown

Generate, edit, and deploy immersive 3D/WebGL web projects from any MCP assistant.

DatabasesModel AccessE-commerce OperationsCode Generation~75%Identity & Access~60%
https://mcp.vulk.dev/mcp43/wkpublished 3 mo ago
codeorion-mcpMCP serverMCP
by doughnot
Unknown

MCP server for AI coding agents (Claude Code, Cursor, Cline, etc.): verify packages before installing, assess MCP servers before adding them, scan for secrets, audit agent configs, and self-review staged changes before committing.

Prompt Management~64%
npm:codeorion-mcp · local package43/wkpublished 17 d ago
@hoangdn3/openrouter-mcp-multimodalMCP serverMCP
by hoangdnclv
Unknown

MCP server for OpenRouter providing text chat and image analysis tools

Image UnderstandingModel Access
npm:@hoangdn3/openrouter-mcp-multimodal · local package43/wkpublished 6 mo ago
@npm_xiyuan/mcp-model-radarMCP serverMCP
by npm_xiyuan
Unknown

🚀 Real-time AI model intelligence MCP server - Track trends, compare models, get smart recommendations from HuggingFace, OpenRouter & Arena

Model AccessEvaluation & Benchmarks~69%Packages & Dependencies~65%
npm:@npm_xiyuan/mcp-model-radar · local package42/wkpublished 3 mo ago
@perceptdot/coreMCP serverMCP
by thunova
Unknown

B2A2H MCP server — AI agent's app store. Auto-discover, recommend, and install MCP servers for any project. perceptdot.com

Agent DiscoveryE-commerce Operations~100%
npm:@perceptdot/core · local package42/wkpublished 6 mo ago
@skillbase/spmMCP serverMCP
by c011abs
Unknown

AI skills manager — install, publish, and deploy reusable prompts, personas, and MCP tools across 15 AI clients

Prompt ManagementPackages & Dependencies~66%
npm:@skillbase/spm · local package39/wkpublished 5 mo ago
freemodel-mcpMCP serverMCP
by yummy3412
Unknown

Use the best model for every task — automatically. Multi-provider LLM router for Claude Code. Picks the right model based on what you are doing: coding, writing, reasoning. 25+ platforms (DeepSeek, Qwen, GLM, Gemini, Claude, GPT), one API key. Save 40-70%

Writing & EditingReasoning & PlanningEvaluation & BenchmarksModel Access~75%
npm:freemodel-mcp · local package39/wkpublished 2 mo ago
hugging-bayMCP serverMCP
by barneywohl
Unknown

Verified open AI artifact search, trust evidence, downloads, and agent workflows from Hugging Bay.

E-commerce Operations~100%Translation~58%Customer Support~58%Agent Discovery~58%Data Extraction~55%
https://huggingbay.xyz/api/mcp39/wkpublished 4 h ago
VibeKitMCP serverMCP
by VibeKit-Bot
Unknown

Build, deploy, and operate hosted web apps on VibeKit (vibekit.bot) from any MCP client.

Writing & Editing~100%Code Generation~100%Databases~100%CI/CD & DeployBrowser Automation~100%
https://mcp.vibekit.bot/mcp39/wkpublished 2 mo ago
@tracepoint/mcp-doctorMCP serverMCP
by shinu_cherian
Unknown

Security auditor for MCP servers. Finds tool descriptions carrying hidden instructions, annotations that contradict their own schema, over-shared credentials, and pairs of tools that together form a path off your machine. Runs entirely offline.

Security Scanning~66%Prompt Management~64%
npm:@tracepoint/mcp-doctor · local package39/wkpublished 19 d ago
legal-geMCP serverMCP
by infolegalge
Unknown

Find verified legal specialists in Georgia from natural-language queries. Trilingual (ka/en/ru).

Contracts & LegalFilesystemAgent Discovery~69%
npm:@legalge/mcp · local package38/wkpublished 4 mo ago
ChassisMCP serverMCP
by dvd90
Unknown

Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end.

DatabasesPaymentsIdentity & AccessPrompt ManagementMonitoring & Observability
npm:chassis-mcp · local package38/wkpublished 1 mo ago
openrouter-task2modelMCP serverMCP
by gogogod
Unknown

MCP Server to find the best AI model for your task. Searches 300+ OpenRouter models by semantic match and constraints.

Model Access
npm:openrouter-task2model · local package38/wkpublished 9 mo ago
multi-provider-imagegen-mcpMCP serverMCP
by superjavason
Unknown

MCP server supporting multiple AI providers for image generation - OpenAI, Stability AI, Replicate, HuggingFace

Image GenerationModel AccessCode Generation
npm:multi-provider-imagegen-mcp · local package37/wkpublished 13 mo ago
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Machine query
GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model