Packages

MCP server exposing Oracle OCI Functions service APIs for serverless compute, enabling AI agents to manage function applications, deploy and invoke functions, manage configurations, and handle function lifecycle within Oracle Cloud Infrastructure.

MCP server for Oracle OCI Generic Artifacts and Content service, enabling AI agents to manage artifact repositories, store and retrieve versioned artifacts, and manage artifact content within Oracle Cloud Infrastructure.

Provides a collection of MCP (Model Context Protocol) server implementations that wrap many common cybersecurity/pentesting tools (e.g., nmap, nuclei, sqlmap, zap, trivy, etc.) so they can be executed via an MCP-compatible client, including a “unified” server to access multiple tools through a single MCP connection.

A Spring Boot 3 wallet management backend (CRUD wallets plus income/expense operations) that exposes service methods as AI-accessible tools via Spring AI’s Model Context Protocol (MCP) server integration, backed by an H2 in-memory database for testing.

Token Optimizer is a local (external Python) tool/plugin that audits and reduces “ghost tokens” in Claude Code / OpenClaw sessions by measuring context degradation, detecting wasted/duplicate content, tracking compaction loss, and providing checkpoint/restore and archival tooling for tool results.

UTCP-MCP Bridge provides an MCP server that exposes UTCP “manuals” as MCP tools. It can be run via npx (no install step for the user) and is configured through a .utcp_config.json to register HTTP/OpenAPI-based tools, post-process tool outputs, and manage tool discovery/execution from an MCP client (e.g., Claude Desktop).

APKLeaks is a CLI tool that statically scans Android APK files to find potentially sensitive information such as URIs/endpoints and secrets, using the jadx disassembler (and other tooling) plus configurable regex-based patterns.

Chrome DevTools extension (and MCP tool server) that detects CSS declarations that have no visible effect on the selected DOM element or across the full page. It uses computed styles plus heuristics, and reports actionable warnings with fix suggestions. The MCP server exposes the rules engine for AI-assisted analysis using Playwright.

DevDocs is a self-hostable documentation crawler and extraction tool that can crawl developer documentation sites (with depth control and link discovery), extract cleaned content, and expose it via an MCP server for LLM querying. It also provides a local UI and backend services via Docker, and supports exporting crawl results (e.g., MD/JSON) for further use.

DocSentinel is a Python/FastAPI MCP-ready service that parses security documents (PDF/DOCX/XLSX/PPTX/text), indexes an organization’s security policies into a knowledge base (RAG), and uses configurable LLM backends to generate structured security assessment reports (risks, compliance gaps, and remediation suggestions). It exposes REST endpoints for assessments and knowledge-base operations and includes an MCP server for agent integration.

estonia-ai-kit is an open-source monorepo that provides integration layers (MCP servers, CLI tools, and Claude Code plugin skills) to connect AI applications to Estonian digital infrastructure and services (e.g., business register/open data) and includes authenticated workflows via Smart-ID/ID-card for some services such as EMTA and LHV.

GolemCore Bot is a Java/Spring Boot framework and runnable agent that supports skill-based behaviors (Markdown SKILL.md with YAML frontmatter), MCP-based tool server integrations (stdio), tiered multi-LLM routing, optional memory and RAG, and built-in sandboxed tools (with confirmation for destructive actions). It can run as a CLI/Telgram bot and provides a web dashboard and HTTP triggers (webhooks).

Provides a Dockerized set of Model Context Protocol (MCP) security lab servers with intentionally vulnerable and corresponding hardened implementations for multiple common vulnerability classes (e.g., path traversal, SQL injection, prompt/tool-response injection, command injection). Includes challenge walkthroughs and proof artifacts meant to reproduce exploit-to-mitigation flows end-to-end.

mcp-server-aws-core is an MCP server that exposes core AWS capabilities to an MCP-capable agent, enabling the agent to perform AWS-related actions (e.g., querying resources and invoking AWS operations) using AWS credentials configured for the server.

Provides an MCP server/CLI that connects LLM agents to Telegram via Telethon (MTProto), enabling sending/editing/deleting messages, searching dialogs, managing drafts, and downloading media through MCP tools.

OpenClaw channel plugin that integrates with DingTalk (企业内部机器人) using a Stream mode to receive and send messages for private chats, group chats, and @机器人, including support for multiple message types and AI/markdown reply flows.

OpenEcon Data is an AI-assisted economic data aggregator that routes natural-language requests to multiple official data providers (e.g., FRED, World Bank, IMF, Eurostat, BIS, Comtrade, plus crypto/currency sources). It provides charts and exports, and exposes access to agents via an MCP server endpoint over SSE. It also includes a web UI (data.openecon.ai/chat).

An MCP server that exposes Oracle Cloud Infrastructure (OCI) Migration service APIs, enabling AI agents to programmatically manage cloud migrations including discovering source environments, creating migration plans, and executing workload migrations to OCI.

An MCP server that exposes Oracle Cloud Infrastructure (OCI) Search with OpenSearch service APIs, enabling AI agents to create and manage managed OpenSearch clusters, configure cluster sizing and security, manage indexes, and integrate full-text search and analytics capabilities into OCI-hosted applications.

Provides a read-only MCP (Model Context Protocol) server that wraps a CData JDBC Driver for SAP Sybase, exposing Sybase data as SQL-queryable tools (get_tables, get_columns, run_query) over stdio for use by local MCP clients (e.g., Claude Desktop).