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Control AI agents creation and modification via MCP.

Read-only access to PostgreSQL databases, enabling schema inspection and safe SQL queries.

MCP server wrapping local Ollama models for offload from API-priced orchestrators. Nine stdio tools - generation, summarisation, analysis, drafting, code tasks (docstring/test/explain/review/types/refactor-suggest), diff-driven tasks (commit-message/pr-description/changelog/summary/impact), mechanical transforms, and model management (list/pull). Apache-2.0.

Deploy a real browser to the cloud. AI-agent ready web fetching API — bypass Cloudflare, get clean content, persist sessions. curl-friendly, self-hosted, Docker-ready.

A read-only MCP server that enables agents to query and analyze Langfuse observability data, including traces, sessions, observations, scores, and metrics.

Telegram MCP server (MTProto). Connect Claude, Cursor, Claude Code, VS Code, Codex, Cline, Windsurf to a real Telegram account — read/search/send messages, moderate channels, manage stories/contacts/folders, transcribe voice, and call any raw MTProto method. Browser-based sign-in. 100+ tools.

Enables interaction with QuickBooks Online through OAuth authentication. Supports CRUD operations for financial entities like customers, invoices, bills, estimates, and accounting records through natural language.

SiriusLattice evmcp enables interaction with Ethereum Virtual Machine (EVM) compatible blockchains. It provides tools for reading smart contract state, sending transactions, querying account balances, and working with common DeFi protocols across multiple EVM chains.

Wraps Taiwan Stock Exchange OpenAPI into MCP tools for searching datasets, fetching stock data, and obtaining ETF snapshots, enabling AI models to access TWSE market information.

Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.

A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.

Enables control of the Elektron Digitakt II drum machine through MIDI commands. Supports triggering drum sounds, adjusting parameters, switching patterns, and sending note sequences programmatically.

Enables AI assistants to query SQL databases safely with read-only access, allowing schema discovery and SELECT queries while blocking writes and DDL operations.

MCP server for searching the Rancher Helm repo. Features optimized metadata retrieval and server-side filtering of values.yaml for local LLMs like Ollama. Perfect for DevOps AI assistants.

Enables direct interaction with YApi API management platforms from AI editors like Cursor and Claude Desktop, providing complete interface lifecycle management including browsing, creating, updating, and deleting API documentation.

A security-focused Model Context Protocol server for task management over stdio, backed by SQLite. It exposes tools to create, list, complete, delete, and search tasks with strict validation, parameterized SQL, confirmation for deletes, and full audit logging.

Private, evidence-backed memory governance and skill routing for MCP clients. Local-first, no telemetry, and no silent promotion of agent observations into trusted memory for Claude

This MCP server, developed for web search capabilities, provides a Puppeteer-based interface for AI assistants to perform Google searches and extract structured results. Built with TypeScript and leveraging the Model Context Protocol SDK, it offers a containerized solution using Docker for easy deployment and scalability. The implementation focuses on headless browser automation, allowing for dynamic content retrieval and parsing. It's particularly useful for enhancing AI models with real-time web data, enabling tasks like information gathering, fact-checking, or content generation with current search results, while operating within a controlled environment that can handle modern web technologies and JavaScript-rendered content.

Portable Innerloop skills and remote MCP discovery for independently operated agents.

Enables text-only AI coding agents to analyze images and videos via vision-capable models (Gemini, Grok, OpenRouter), returning text descriptions for reasoning.