Results for “maintainability”

Start, observe, and interact with Claude Managed Agents from any MCP client (Claude.ai, Claude Code, …). Pluggable auth

Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub,

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://disco

An autonomous agent that conducts deep research on any data using any LLM providers

@Abhigyan-Shekhar

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

LLM Function Calling Library and CLI with Support for MCP Servers

Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure

🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP

Local MCP server that exposes classic Outlook desktop (mail, calendar, contacts, tasks, rules) to Claude and other MCP c

⚠️ DEPRECATED: Use https://github.com/neverinfamous/db-mcp instead.

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop pa

Benchmarked agent execution runtime for Python. Sub-10ms cold starts, real-time streaming, time-travel debugging, and se

MCP to LangChain Tools Conversion Utility / Python

provides AI-powered PostgreSQL performance tuning capabilities.

MCP-NixOS - Model Context Protocol Server for NixOS resources

@clouatre-labs

Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace

A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas

MCP server for client-encrypted AI agent handoffs with WorkBaton and WorkStash

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Loca

A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.

MCP server exposing Japan-specific utilities (era conversion, romaji, holidays, postal codes, kana, name split) to AI ag

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, dat

The best-benchmarked open-source memory system for AI coding assistants

A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK.

Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for H

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extr

MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controllers, savestate, frame advance via Felk's Python-scr

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

MCPcat is an analytics platform for MCP server owners 🐱.

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice in

This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda fu

AI-powered architecture diagram generator with MCP server integration. Create professional cloud diagrams (AWS, Azure, G

Run AI agents fully autonomously on a filesystem directory — MCP servers and skills enabled, with zero human approvals o