Kelnix Datamind Curator
AI-Ready Data & Context Engineering API. Connect any data source — PostgreSQL, CRMs, APIs — and get clean, structured, AI-ready data in seconds. Natural…
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ReyxGPT: Minecraft Server Management Agent
Minecraft server manager using the Model Context Protocol.
Becomer: LLM-agnostic persistent memory API. Store and recall memories across GPT, Claude, Gemini, or any model — zero tokens per recall.
BECOMER gives any LLM persistent memory across sessions — without spending a single token on retrieval.
Gemsuite
The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.
xCOMET MCP Server
Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels, and optimized batch processing with…
AI Assistant Chat with Nmap Tool Integration
An example MCP server with a couple nmap scans as tools.
A2db
## Why a2db? - **Batch queries** — multiple named queries in a single tool call - **Pre-configured connections** — define databases in .mcp.json, agent queries…
container-use
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
Coder DB - AI Memory Enhancement System
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns…
Supabase Self-Host
Self-hosted containerized MCP implementation with PostgreSQL backend for maintaining full control over sensitive data while providing persistent storage…
Lithtrix — Memory Consolidation for AI Agents
Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared…
Ingero
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs via uprobes and host kernel events via tracepoints to build causal…
AgenticRail Gate
Remote MCP server (Streamable HTTP) at https://mcp.agenticrail.nz/ — deterministic step-order enforcement for AI agents. evaluate_step returns ALLOW or DENY…
Agent Signals — Hiring, SEC, Research, GitHub & HN Data
Five live data tools for AI agents — company hiring signals (Greenhouse/Lever/Ashby), SEC EDGAR filings, academic papers (OpenAlex), GitHub repos, and Hacker…
CLI
An MCP server to run arbitrary commands on the local machine.
Pluggedin App
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP)…
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…
Trinity
Bridges AI systems with Trinity's formula-based tools through a Go-based server that enables access to Trinity API capabilities via JSON-RPC interface
Socraticode
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency…
ATXP Agent Tool Library
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email (send/inbox), and music generation. Free tier: 3 web searches/day. Pro tier: all…
Shellguard
ShellGuard is an MCP server that lets LLM agents securely SSH into remote Linux hosts with read-only shell access. Instead of copy-pasting terminal output…
Verify Action
MCP server issuing HMAC-attested receipts for AI agent tool-call evidence (verify_action_receipt.v0 reference impl)
Scrapli Network Automation
Integrates the Scrapli network automation library to enable SSH command execution on Cisco IOS XE devices for network configuration and troubleshooting tasks
Shell Command
Provides a secure Docker container environment for executing shell commands with Kubernetes tools, enabling isolated DevOps workflows and infrastructure…