Safety-first context & orchestration engine for AI coding agents. MCP server with mandatory research pipeline, knowledge graph, impact analysis, decision memory, and safety guard — works with any MCP client.

An native MCP server extension for Ghidra

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

Shell and coding agent on mcp clients

Published in CNCF Landscape: A MCP server for Kubernetes.

A MCP (Model Context Protocol) server for interacting with dbt.

Adversary simulation and Red teaming platform with AI

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.

Lossless, project-scoped memory for AI coding tools. Durable context across sessions with MCP tools, FTS5 search, cloud sync, trace optimization, Claude/Codex/OpenCode/Gemini wrappers, skill packs, and automatic hooks.

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.

A Model Context Protocol server for Excel file manipulation

The most advanced, fully offline client-side AI suite on Android today.

An MCP server for Massive.com Financial Market Data

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.

Vision analysis CLI + MCP server backed by Seed 2.0 via Volcano Ark or any OpenAI-compatible endpoint

Model Context Protocol (MCP) Server for Graphlit Platform

A list of open-source AI projects you can use to generate income easily.

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An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!