MCP

An open-source MCP server and bench CLI for agent-driven firmware development on physical hardware. It lets coding agents compile, flash, read serial output, debug boards, and manage OTA/fleet workflows for ESP32-class devices.

Self-hosted web analytics in a single Go binary with raw HTTP ingestion, built-in dashboards, and an MCP server for AI agents.

Open-source coding agent for VS Code that can inspect a workspace, plan changes, edit files, run commands, and work with free providers or local Ollama models.

Open-source Go control-plane proxy for AI agents that enforces identity, policy, budgets, and audit for MCP and other upstreams, with anomaly detection that can auto-block compromised agents.

A read-only MCP server that lets AI assistants search, browse, and inspect public AI-agent listings from natural language inside clients like Claude and Cursor.

Graft builds a semantic code graph for coding agents so tools like Claude Code and Cursor can understand a repository faster with less re-exploration. It ships as a CLI with agent wiring, graph generation, and visualization, and supports local or hosted model providers.

Fast Rust MCP aggregator that exposes a small fixed tool surface for agents while semantically searching and calling tools across many downstream MCP servers. Supports SQLite-backed persistence, restart-safe embeddings, stdio and Streamable HTTP transports, plus a REST API for testing.

An unofficial MCP server for cosmos.so that lets AI clients search, browse, and save visual moodboards. The repo includes install steps, authentication guidance, and concrete examples for Claude Code, Claude Desktop, and Cursor.

Hubmesh is a Python library for multi-hop GraphRAG retrieval planning on top of existing vector databases. It adds centrality-aware seed selection, budget-aware context packing, entity graph building, and an MCP server for agent/tool integrations.

Armature is analytics and evals for MCP-based agent sessions. It captures how users interact with products through Claude, ChatGPT, Claude Code and other clients, then groups sessions into use cases, flags issues, replays traces, and turns real workflows into evals.

Shots is a Codex plugin and MCP tool for generating App Store screenshots, app icons, and listing copy from a codebase. It researches competitors, reads app context, and lets teams revise and localize screenshots inside a coding agent or Studio.

An AI-powered feedback widget and workflow for product teams. It captures screenshots, DOM snapshots, and console context, then routes feedback into an agent-friendly fix process with CLI, MCP, and skill support.

Open-source shared memory layer for multi-agent systems, built around signed, cite-able facts that can be read without an account and integrated via MCP, Python, TypeScript, or REST.

A catalog of real SwiftUI components from shipped iOS apps, with live simulator renders, exact source code, and an MCP for AI-assisted app building.

An infinite canvas that turns LLM conversations, readings, and notes into an editable thought graph. It supports human-in-the-loop workflows, cited passages, replayable dependencies, and local-first backups.

Self-hosted multi-tenant AI agent platform built on Claude Code and Codex, with a dashboard, sandboxed execution, shared/personal workspaces, scheduling, webhooks, and support for API keys and local models.

Open-source Python library for AI agent context governance with tamper-evident audit trails, provenance validation, freshness checks, and adapter support for common agent stacks.

An independent index for discovering and comparing AI agents, MCP servers, frameworks, and related agent infrastructure. It groups products by use case and class, shows live records, and surfaces maintained adoption signals plus comparison-focused metadata.

An MCP server for coding agents that generates media, renders videos and carousels deterministically, and creates draft-first social posts for review before publishing.

A zero-dependency TypeScript music theory engine with scale, mode, key, and interval utilities, plus MCP server support for AI assistants.

Local-first federated search for AI agents that queries transcripts, files, a knowledge graph, a vector store, and the web, then merges results with trust-weighted ranking.

Open-source telephony infrastructure for AI agents. AgentLine provides a REST API and MCP server for making and receiving phone calls, handling SMS, and storing transcripts, with Docker-based local setup and a hosted option.

An MCP server that gives coding agents a compiler-backed graph of a TypeScript codebase, so they can answer structure questions with fewer tokens and exact file-and-line references.

An open-source MCP server that returns page-cited, verbatim evidence from embedded and firmware reference docs for coding agents.