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gibsonai-memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

Contributed by Sentinel

neondatabase-mcp-server-neon

Manage Neon's serverless Postgres databases.

vectorize-io-hindsight

Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory

funasr-mcp-server

Local speech recognition MCP server powered by FunASR and SenseVoice. It provides privacy-friendly audio transcription through a transcribe_audio tool.

mksglu-context-mode

Reduces context consumption by 98% through sandboxed code execution and SQLite-based session continuity with FTS5 search.

deepeval

Open-source LLM evaluation framework with 14+ metrics (hallucination, faithfulness, answer relevancy) and CI support.

dbx

MCP server for DBX, a universal database manager supporting 70+ databases, enabling natural language queries and database management through MCP.

ragas

Reference-free evaluation of retrieval-augmented generation pipelines; measures faithfulness, answer relevance, and context precision.

skill-seekers-skill-seekers

Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.

webdriver-mcp

WebDriverIO-based MCP server enabling cross-browser automation (Chrome, Firefox, Safari) via the W3C WebDriver protocol, useful for enterprise test environments that mandate WebDriver over CDP.

justinpbarnett-unity

Allow MCP clients to perform Unity Editor actions.

semantica-agi-semantica

Use when an agent's stored context needs provenance — you must be able to say where a remembered fact came from.

nevamind-ai-memu

Use when one person's memory should follow them across several different agents.

plantuml-mcp-js

Pure Node.js MCP server that renders and validates PlantUML diagrams with zero Java and zero external server, powered by TeaVM. Exposes render_diagram, check_syntax and diagram_explain — just run npx @plantuml/mcp-js.

pocketflow-tutorial

Turns GitHub repositories into easy tutorials with AI

tradingview-mcp-bridge

Enables AI assistants to interact with locally running TradingView Desktop for chart analysis, Pine Script development, and workflow automation via Chrome DevTools Protocol.

mrexodio-ida-pro

Automated reverse engineering with IDA Pro.

computer-use-mcp

MCP server that enables Claude to control your computer, similar to Anthropic's computer use but easy to set up locally.

hangwin-chrome

Provides browser automation and semantic search capabilities through Chrome extension integration, enabling intelligent web element interaction, form filling, screenshot capture, and vector-based content indexing with transformer models for cross-platform web automation workflows.

assistant-ui

The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assistant-ui related task - for example: implementing chat components, integrating with different runtimes, understanding component architecture, and troubleshooting issues.

awslabs-mcp

AWS MCP servers for seamless integration with AWS services and resources.

evermind-ai-everos

Use when you want the agent's memory to be plain Markdown on your own disk rather than a hosted database.

zilliz-claude-context

Provides semantic code search and indexing using vector embeddings and AST-based code splitting, enabling natural language queries across codebases with automatic file filtering and support for multiple embedding providers and vector databases.

beehiveinnovations-gemini

Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving, and collaborative development.