SPM - Structured Project Memory
Structured project memory for AI agents, delivered through a project-scoped remote MCP connector.
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Ollama Pydantic Project
Created sample project for pydantic agent with local ollama model with mcp server integration.
Shinobi
Shinobi gives every AI coding agent on your machine — and every cloud Claude session — one shared task spine, decision log, and searched dead-ends ledger…
WigAI - Bitwig Studio Extension for AI Control
Bitwig Controller Extension that provides an MCP Server for AI Agent control
Your Money Left The Chat
A Rust + MCP powered financial tracker that knows exactly where your money ghosted you.
Mastra Docs Chatbot
Mastra Docs Chatbot is a Next.js application that uses Mastra agents with Model Context Protocol (MCP) integration to provide a chat interface for answering…
Agent Passport System MCP
Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains with cascade revocation…
Goodeye
Outcome-aligned AI workflow registry. Design and run AI workflows with verifiers that align an agent to measurable outcomes, with reliable image output.
Agentpack
Agentpack is a local-first continuity layer for AI coding agents. It stores reviewed task state inside a repo-local .agentpack/ ledger so Codex, Claude Code…
Rigour
Deterministic quality gates for AI coding agents. Rigour runs 23 automated checks on every file AI writes — structural analysis, security scanning, AI-drift…
OpenArx
Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct…
container-use
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
Agent Mail Rooms
Agent Mail Rooms is a paid remote MCP endpoint for OpenAI Codex agent coordination MCP. It exposes structured JSON tools, a public server card, token-based…
Defi Copilot
Pay-per-decision DeFi intelligence for AI agents on Stellar. Built with x402 protocol.
Lithtrix — Memory Consolidation for AI Agents
Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared…
multi_agent
This is a Multi agent that utilizes MCP server to communicate and also Uses Azure Cloud Service
Mcp Agent Forge
A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.
deadends.dev
Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and error transition graphs.
Robrain
Shared memory across your team and your AI agents — with judgment.
AI Localization Agent
AI Localization Agent adds professional localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the…
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…
COTI Agent Messaging MCP
MCP server for end-to-end encrypted, on-chain agent-to-agent messaging on COTI, with native-token rewards and starter grants. Built on Garbled Circuits. 18…
MCP Agent Trace Inspector
Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
Awesome Agent Skills MCP Server
A Model Context Protocol (MCP) server that provides access to 100+ curated AI agent skills from the VoltAgent Awesome Agent Skills collection.