MCP

An open-source Python support agent that uses SynapCores as the agent brain for memory, retrieval, semantic tool routing, and generation. The repo includes a quick start, local Docker setup, example commands, and a traced demo of the agent loop.

A honeypot telemetry and threat intelligence service with searchable IP lookups, recent scanner data, and an MCP/JSON-RPC API for agents and developers.

An AI-powered product discovery platform with a developer-facing MCP server and API for live catalog search, product details, pricing, and merchant links.

Klent is an AI agent guardrails product that sits between agents and their tools, letting teams allow, deny, pause, rewrite, or redirect tool calls with policies, human approval flows, and audit trails.

Open-source harness for executable security regression testing of agentic applications and MCP-integrated systems, with scenario files, policy assertions, trace-based evaluation, and JSON output for CI or local use.

Favz indexes public GitHub repos to show which MCP servers, skills, plugins, and agent configs people actually set up. It tracks rising tools, compares stars with real usage, and includes a CLI/plugin angle for monitoring your own setup.

Open-source semantic layer for warehouses that infers table, column, join, and business-rule metadata, then serves it to AI agents through MCP and CLI checks.

Open-source personal agent for phone, desktop, and browser that can take actions, keep running in the background, remember user preferences, and coordinate across devices.

Project-local MCP server that lets existing agents discover each other, share status, and exchange durable direct messages with explicit acknowledgement.

Recly turns an Apple Watch or Galaxy Watch into a recorder, transcribes locally or with your own API key, and stores files in your Google Drive with no Recly server in the middle.

An MCP server that converts public URLs into clean Markdown for AI agents and MCP-compatible clients. The repo includes setup instructions, a usage example, a direct API option, and notes on supported clients like Claude Desktop and Cursor.

Open-source terminal app for multi-agent coding that lets one lead agent coordinate a team, manage worktrees, and keep the user in one thread.

SundaeDB is an agent-first analytics tool that lets AI agents query CSV and ZIP data in plain language, with budget caps, pay-per-query pricing, and partial results when limits are reached.

Hotpath records an AI agent run once, compiles the trace into an editable workflow, and replays it with only the judgment-heavy steps still using an LLM.

Read-only Postgres MCP server that adds schema context files for more accurate agent answers and supports agents writing back table notes.

A working example of an AI helpdesk agent built on the Phaze Enterprise API and Phaze MCP. It watches Slack requests, connects to Windows machines, and can hand off to a human when needed.

Open-source staff scheduling platform with a native MCP server so AI agents can search candidates, create assignments, manage shifts, and handle staffing requests.

An in-memory Tree-sitter AST pruning and context firewall MCP server for coding agents like Cursor and Claude. The repo includes installation steps, diagnostics, benchmarks, and a clear usage path for local setup.

Open-source coordination protocol for coding agents that helps detect intent conflicts before code conflicts, built above Git and integrated with tools like Claude Code, Codex, and Cursor.

Open-source cross-platform SSH/SFTP client and server manager with live telemetry, split-pane workflows, self-hosted end-to-end encrypted sync, and MCP/AI integration.

Open-source control plane and proxy for managing multiple MCP servers behind one endpoint, with routing, policy, auth, logging, and rate limiting.

Local memory and skill layer for coding agents that records procedures, reinforces useful patterns over time, and keeps provenance and trust tied to each memory.

A benchmark writeup comparing GraphQL-over-MCP and REST-over-MCP setups, showing lower token use and inference cost for GraphQL in agentic tasks.

Open standard for product intent and evidence in AI agent-led software work. The repo includes a spec, parser/CLI tools, MCP server support, and loadable agent skills for writing, validating, and reconciling Product Specs.