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MCP Servers

mcp-server-commands

g0t4138

MCP server enabling LLMs to execute shell commands securely with real-time stdout and stderr feedback.

Execute shell commands from LLMs for system inspection
Run scripts dynamically via stdin input

atlas-mcp-server

cyanheads138

atlas-mcp-server: A Neo4j-powered MCP server managing complex LLM agent workflows with projects, tasks, and knowledge tiers, now enhanced with Deep Research capabilities.

Manage complex LLM agent workflows with project-task-knowledge hierarchy
Enable adaptive task automation for AI agents

airtable-mcp-server

domdomegg138

Airtable MCP Server enables AI models to read, write, and interact with Airtable bases seamlessly.

Enable AI to query Airtable database schemas
Allow LLMs to read records from Airtable bases

chroma-mcp

chroma-core137

Open-source MCP server providing fast embedding database capabilities for LLM apps.

Store and retrieve vector embeddings for LLM memory
Build LLM applications with persistent context storage

mcp-graphql

blurrah137

MCP server enabling LLMs to dynamically introspect and query GraphQL APIs with schema discovery and execution.

Enable LLMs to query GraphQL APIs dynamically
Automate schema introspection for GraphQL endpoints

easy-mcp

zcaceres136

Create MCP servers effortlessly with easy-mcp, a TypeScript library offering a simple, Express-like API and experimental decorators for minimal boilerplate.

Rapidly build MCP servers with minimal TypeScript code
Define MCP tools and prompts using an Express-like API

mongo-mcp

QuantGeekDev136

MongoDB MCP server enabling LLMs to query, inspect, and manage MongoDB data via natural language.

Query MongoDB collections using natural language
Inspect MongoDB collection schemas dynamically

elasticsearch-mcp-server

cr7258135

Elasticsearch MCP Server enables seamless Elasticsearch and OpenSearch interaction via MCP, supporting search, index analysis, and cluster management.

Search documents in Elasticsearch/OpenSearch clusters
Analyze indices for data insights

sentry-mcp

getsentry135

MCP server enabling LLM-driven interaction with Sentry error monitoring API.

Query Sentry error events using natural language via LLMs
Automate incident summaries from Sentry event data

ReActMCP

mshojaei77134

Reactive MCP server delivering real-time Markdown web search results via Exa API.

Provide AI assistants with real-time web search results
Return Markdown-formatted search insights for easy display

mcp-server-rag-web-browser

apify134

MCP server enabling LLMs to browse the web and extract real-time data via the RAG Web Browser Actor.

Enable LLMs to perform live web searches and data extraction
Integrate real-time web content into AI assistant workflows

mcp-neovim-server

bigcodegen133

Control Neovim via MCP with native Vim commands for AI-powered text editing and automation.

Automate code editing and refactoring in Neovim
Integrate AI text assistance within Neovim buffers

Godot-MCP

ee0pdt133

Godot MCP enables AI-driven game development and editing within Godot Engine.

Edit and create GDScript files using AI suggestions
Manipulate scene nodes and structure programmatically

Office-Word-MCP-Server

GongRzhe133

MCP server enabling AI-driven creation and editing of Microsoft Word documents.

Create new Microsoft Word documents via AI commands
Edit and format Word document content programmatically

firebase-mcp

gannonh130

MCP server enabling AI interaction with Firebase Firestore, Storage, and Auth.

Perform Firestore document CRUD operations via AI commands
Manage Firebase Storage files including uploads and downloads