Elasticsearch
Enables natural language interaction with Elasticsearch clusters for querying, indexing, and management operations via Docker-deployed infrastructure.
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Microsoft Teams
Integrates with Microsoft Teams to enable reading messages, creating threads, replying to messages, and mentioning team members through Azure bot credentials.
Rust Docs MCP Server
Efficiently loads and processes Rust crate documentation using LlamaIndex's HTML reader, with intelligent file selection logic to handle duplicate files and…
Browser Control
Enables browser automation through a Firefox extension for tab management, webpage content extraction, history searching, and text highlighting via secure…
PuzzleBox
Hosts finite state machines as dynamic resources that clients can subscribe to for real-time updates, enabling coordination between multiple agents working on…
VibeCoderMCP
Guides LLMs through structured software development workflows with feature clarification, PRD generation, and phase-based tracking using a hybrid document…
LaTeX MathML
Converts LaTeX mathematical expressions to MathML using MathJax-node, enabling seamless mathematical notation translation for scientific and technical…
Qdrant with OpenAI Embeddings
Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.
EnkryptAI
Integrates with EnkryptAI platform to provide robust guardrails, policy management, model configuration, and deployment orchestration with customizable safety…
Confluence Chat
Lightweight Confluence content expansion server that generates enhanced page content through a JSON-RPC interface, simplifying documentation workflows with…
File System Tools
Provides file system management tools for directory analysis, file operations, and document management through a FastMCP server implementation.
Fireproof JSON Database
Integrates Fireproof JSON document databases with the Model Context Protocol, enabling CRUD operations and querying across multiple decentralized databases for…
Gatherings (Expense Sharing)
Manages shared expenses in social events by tracking costs, calculating reimbursements, and settling balances between friends through a TypeScript wrapper…
Ghidra
Enables LLMs to autonomously reverse engineer applications by exposing core Ghidra functionality.
Unified Tool Kit
Provides a unified Docker-based server with over 100 integrated tools spanning file operations, web search, browser automation, data analysis, and document…
Gopls
Bridges the Go Programming Language Server (gopls) with AI systems, enabling advanced code analysis, navigation, completion, and diagnostic capabilities for Go…
Git
Integrates with Git repositories using simple-git to enable core version control operations like cloning, committing, and branch management.
Fireproof
Fireproof database integration for a flexible JSON document store with CRUD operations.
Scrapling Fetch
Enables AI to access text content from websites protected by bot detection mechanisms through three protection levels (basic, stealth, max-stealth), retrieving…
Microsoft Teams Notifications
Enables sending markdown-formatted notifications to Microsoft Teams channels using Azure AD authentication, specifically designed for development environment…
Atlassian SSE Server
The official Atlassian products remote MCP server
SurrealDB Database
A Model Context Protocol (MCP) server that provides a standardized interface for AI assistants to interact with a SurrealDB database.
ATLAS
A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.
QA Sphere
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from…