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Universal tool adapter — @tool decorator exports Python functions to OpenAI, Claude, Gemini, MCP, JSON Schema. Audit token costs.
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Universal tool adapter — @tool decorator exports Python functions to OpenAI, Claude, Gemini, MCP, JSON Schema. Audit token costs.
Proof-backed implementation memory for coding agents — search and retrieve verified primitives via HTTP API, MCP adapter guide included.
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Claude Code, OpenClaw, Gemini CLI,...). Unlike other solutions, Munin focuses on…
Enables direct interaction with SQLite and SQL Server databases through a modular adapter architecture for data analysis, database management, and business…
Run structured multi-agent decision reviews with Codex, Claude Code, and adapter-based CLI agents.
This MCP server connects your AI assistant or coding agent to Obscura AI's Workflow Builder. When you describe a business process, it generates an interactive…
AI attestation marketplace. Query verified computation results, buy attestations, post bounties. 12 MCP tools including query, purchase, submit attestation…
Human-in-the-loop API for autonomous AI agents. When your agent hits a CAPTCHA, needs KYC verification, a phone call, or any task requiring human judgment…
AES-256-GCM + Argon2id encrypted local vault for AI agent credentials. Store API keys, tokens, and passwords safely. Reference them as {{PLACEHOLDER}} in any…
Human-in-the-loop approval inbox for AI agents. An agent proposes an action, a human approves or rejects it, then it runs. Watchers + approval inbox, MCP +…
EU AI Act compliance scanning for Python AI agents. 10 tools that scan, analyze, and fix compliance gaps across LangChain, CrewAI, AutoGen, OpenAI, and RAG…
mkinf SDK to interact with mkinf hub MCP servers
MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agents discover, buy, and sell services to
AI-powered log analysis MCP server. Scans 500MB+ log files locally, analyses errors with Ollama + CrewAI agents, and automatically files structured GitHub…
Fast, sub millisecond, local on device long term memory for LLMs, Coding Tools and AI Agents. Recall exact details from yesterday of five years ago. Install in…
llm-mcp-server-template is a template project for developing LLM-MCP (Model Context Protocol) servers. It demonstrates a simple number comparison server and…
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
<div align="center"> # DAEE Engine **Dominion Agent Economy Engine** The infrastructure layer for autonomous agents that earn, transact, and build trust in the…
A practical demonstration of integrating LangChain with Model Control Protocol (MCP) featuring both single and multi-server implementations. Includes examples…
An mcp-openai-server for connecting via Claude or similar
📄 The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR provenance, trust reports, and benchmark-gated…
Integration two AI's into a modernized MCP for better performance
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research…
MCP server that adds a fail-closed quality gate and hash-chained receipt ledger to any AI agent workflow.