Automation

A Model Context Protocol server providing access to make functionality

Agentic server to support MCP tools for science

MCP review board that lets different coding agents review each other

Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.

Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

Stateful reports catalog MCP server (definitions + gathered outputs)

Python SDK for MCP Mesh — build distributed AI agents with auto-discovery, dependency injection, and LLM integration

Semantic memory layer for AI applications. REST API + MCP transport + knowledge graph + autonomous consolidation. Works with 14+ AI clients. Self-host, zero cloud cost.

Coordinated multi-agent messaging and coordination MCP server.

Persistent multi-agent chat MCP server with web dashboard. Rooms where AI agents huddle to discuss, critique, and decide.

Lightweight MCP orchestrator: parallel tool calls, local filtering, token trimming, and safe sandboxed flow scripts for AI agents.

MCP server for Dead Man's Snitch monitoring service

Multi-agent data engineering framework — MCP-native

ContextForge AI Gateway — an AI gateway, registry, and proxy for MCP, A2A, and REST/gRPC APIs. Exposes a unified control plane with centralized governance, discovery, and observability. Optimizes agent and tool calling, and supports plugins.

MCP-enabled AI assistant with tool integration

MCP server for multi-agent coordination via shared graph - nodes with messages, notes, and status

A local MCP server for Beeper Texts on macOS.

MCP server for orchestration, lane management, worker daemons, and turn metrics.

Coordinated multi-agent messaging and coordination MCP server.

Portable MCP server for agent handoff state and review tracking.