Looking for something similar to mcp-memory-service? We found 20 alternatives in CrewAI Ecosystem — ranked by trust score so you can pick the best fit.
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain & CrewAI integrations.
$ pip install mengram
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Local memory infrastructure for AI agents. Isolated vaults you compose, control, monitor and query — no cloud, no setup.
$ pip install ctxvault
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Local-first persistent memory for AI agents. Knowledge graph + ACT-R decay + three-signal retrieval. Agents wake up as themselves. MCP server (14 tools) for Claude, Cursor, Windsurf, Cline.
$ npx -y Ori-Mnemos
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Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protoco
$ pip install corpusos
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Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
$ git clone https:\/\/github.com\/christopherkarani\/Wax
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Shared Memory Storage for Multi-Agent Systems
$ git clone https:\/\/github.com\/eiondb\/eion
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AI Bank Statement Document Automation By LLM model and Personal Finanical Analysis
$ git clone https:\/\/github.com\/johnsonhk88\/AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-Prediction
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Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
$ git clone https:\/\/github.com\/genieincodebottle\/generative-ai
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A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies
$ npx -y mcphub
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Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eage
$ npx -y vibe-check-mcp-server
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An introduction to the world of AI Agents
$ git clone https:\/\/github.com\/sinanuozdemir\/oreilly-ai-agents
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The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
$ pip install flyto-core
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Memory layer for AI trading agents. Outcome-weighted recall, autonomous strategy evolution, 15 MCP tools.
$ pip install tradememory-protocol
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⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time
$ git clone https:\/\/github.com\/nirholas\/XActions
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Security scanner for AI agent skills & MCP servers. 173 detection rules. 13 categories. 5 registries monitored daily. OpenClaw detection included. No API keys, no cloud, no LLM. One binary. Detection
$ git clone https:\/\/github.com\/garagon\/aguara
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🔍Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monit
$ pip install MCP-Airflow-API
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A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.
$ npx -y nutrient-dws-mcp-server
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A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
$ git clone https:\/\/github.com\/cortex-works\/cortex-scout
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Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, analytics, deve
$ npx -y ebay-mcp
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Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persis
$ pip install codebase-mcp
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