Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

Self-hosted memory server for AI agents. Your brain is a git repo, served over MCP and REST.

SketchUp meets AI Agents

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers.

Write detections, investigate alerts, and query logs from your favorite AI agents

UK legal API for AI agents and researchers.

Searchable football data provider documentation for AI coding agents. Like Context7 for football data.

Open-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

MCP configuration to connect AI agent to a Linux machine.

Connect AI agents to CrowdStrike Falcon for automated security analysis and threat hunting

Provide different cloud products MCP Server tools to help developers manage cloud resources with AI-agent

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

Context engine for large codebases, exposed through MCP. Gives AI coding agents precise repository context; benchmarked at frontier-agent quality with ~25x lower model cost and 45% fewer tokens with semantic search.

a middle platform for enterprise Agent runtime governance and capability assets — connect OpenClaw, Hermes, SkillLite, and custom runtimes in one place; accumulate Skills and enterprise knowledge; provide observability, review, and private distribution

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

Composable mathematics tools for agents

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.

Persistent memory for AI coding agents

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

Persistent Intelligence Infrastructure for AI Agents

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.