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rohitg00-kubectl

Enables natural language interaction with Kubernetes resources, allowing developers to manage clusters through conversational interfaces instead of complex kubectl commands.

bernstein

Declarative agent orchestration for engineering teams.

agiresearch-a-mem

A-MEM: Agentic Memory for LLM Agents

Contributed by Sentinel

letta-ai-agent-file

Use when you need to save, share, version or move a whole agent — its persona, memory and behaviour — as one portable file.

operative-sh-web-ux-evaluator

Enables automated browser interactions for evaluating web application user experiences, capturing console logs and network requests to generate detailed usability reports and recommendations.

tencentcloudbase-cloudbase-ai-toolkit

One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.

iwe

iwec gives AI agents structured access to your Markdown notes as a knowledge graph instead of a pile of files. Agents search, retrieve, traverse, and refactor your notes by structure and links — not blind text similarity — working from the same plain .md files you edit by hand. No database, no cloud

reactuse

MCP server for the ReactUse library. Exposes 110+ React Hook signatures, examples, and API metadata so AI coding assistants can discover and use any hook from @reactuses/core directly.

queryweaver

MCP server for natural language to SQL conversion, enabling listing databases, connecting, inspecting schemas, and querying databases using plain English.

suekou-notion-server

Manage pages and databases in Notion workspaces.

coding-tools-mcp

Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.

colab-mcp

Bridges a local agent to a Colab session in the browser, enabling seamless interaction with Colab from local clients.

heymrun-heym

Source-available, self-hosted AI workflow automation platform. Build multi-agent, RAG, and tool-using pipelines on a visual canvas, then expose any workflow as an MCP server (stdio/SSE/Streamable HTTP), or call external MCP servers from the agent node.

persome-mcp-server

Enables MCP agents to query a local, cross-app personal model built from macOS activity, providing search, receipts, and model tools.

langchain-mcpdoc

Provides AI systems with access to documentation from llms.txt files by fetching and parsing content from specified URLs, enabling seamless documentation lookup during coding sessions.

regenrek-deepwiki-markdown-converter

Converts DeepWiki repositories into well-formatted Markdown, maintaining links between pages while removing headers, footers, navigation elements, and ads for clean documentation extraction.

duckle-mcp-server

Duckle ships its own Model Context Protocol server, so Claude can browse the full component catalog and per-component property schemas, generate a pipeline straight into a working directory you choose, validate it (compile without running), run it headlessly, read existing pipelines and their run lo

ariadng-metatrader-mcp-server

Enable AI LLMs to execute trades using MetaTrader 5 platform

negokaz-excel

Integrates with Microsoft Excel to enable reading and writing of text data in xlsx files for spreadsheet manipulation and analysis tasks.

solana-mcp-by-vybe

Enables browsing Solana schemas and making live Solana API calls through a public MCP server.

safedep-vet

Protect against malicious open source packages

yifancong-rsdoctor

Build analysis and optimization recommendations for Rspack projects

atlassian-rovo-mcp-server

A cloud-hosted bridge that gives AI tools secure, real-time access to Jira, Confluence, Jira Service Management, Bitbucket, and Compass.

betterdb-monitor

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis databases.