Results for “production”

Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.

A multi-step LangChain v1 sales-conversation agent that uses the Azure OpenAI Responses API, an MCP server with Postgres

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

Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Metho

@Abhigyan-Shekhar

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

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

Action Control for autonomous agents. Check posture. Gate risky actions. Prove execution. Fits your existing agent stack

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

SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma

The AI command center for Google Ads, GA4, and tracking code.

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Tra

🚀 Complete MCP server for Slack Lists: ✅ Create & bulk-add items ✅ Advanced filtering ✅ JSON/CSV export ✅ All field typ

A comprehensive async Python library for TickTick with MCP support.

Open-source MCP server. Give AI agents authenticated access to GitHub, Notion, Slack and 10+ tools via one connection.

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

Full Mailchimp Marketing API for Claude — 112 tools across campaigns, audiences, reports, segments, automations and e-co

One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.

@JosueM1109

Self-hosted, read-only MCP server for personal finance. Connect your banks via Plaid and query them from Claude Code.

OAuth-based multi-user Slack MCP server with HTTP transport

MCP server that captures TradingView chart images via Selenium — supports any ticker/interval with browser pooling for c

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

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

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

Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings

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

The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Python. Lightning Network L402 pr

MCPcat is an analytics platform for MCP server owners 🐱.

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

Yandex Tracker MCP Server with OAuth2 support

Telegram MCP server with 45+ methods, QR auth, WSL/Kiro setup, and Docker-ready deployment

Open geographic query engine — ask place-based questions in natural language, get answers on a map. Covers disasters, de

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

A simple and performant Model Context Protocol framework for Python.

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

A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages an

Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, O

Google Maps MCP Server: Connect AI Agents to Places, Directions, Geocoding & Roads APIs. Deployed on Kubernetes.

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

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

Bible SDK and MCP server – give Claude, Cursor, and AI apps ground-truth Scripture context

NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.

Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, mu

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data