Unified toolset delivering real-time web search and code context for coding agents with programmable tool selection.

TypeScript-based chart generator with AntV, offering 25+ visualizations, private deployment, multiple transports, and tool filtering.

Bridges client requests to JetBrains IDEs with configurable host/port bindings and optional logging.

Cloud browser automation server enabling LLMs to navigate pages, capture data, and automate forms with proxies, stealth, and multi-session capabilities.

Semantic memory layer atop Qdrant enabling fast, contextual retrieval, configurable embeddings, and flexible transport endpoints for LLM workflows.

Search Grafana dashboards, query Prometheus and Loki, manage incidents, and generate precise Grafana deeplinks.

Secure sandboxed code interpretation for Claude Desktop with dual JavaScript and Python editions and Smithery-friendly deployment via E2B.

Delivers up-to-date library docs and ready-to-use code examples directly in prompts for faster, accurate software development.

Hosted gateway enabling AI assistants to use Apify Actors as tools with dynamic discovery, OAuth, and cross-client compatibility.

Unified search and crawl capabilities with web, news, and sitemap extraction designed for seamless client integration.

Kagi MCP server integrates Kagi search into Claude tools with configurable summarizers and local development via UV.

Observability and debugging for AI agents with session replays, tooling analytics, and cross-framework integrations.

Seamless GitHub context integration enabling AI-assisted repository exploration, issue automation, and workflow insights.

Self-hosted embedding database enabling memory-enabled LLM apps with vector and full-text search across collections.

Connects AI assistants to Raygun crash reporting and real-user monitoring data via natural language conversations.

Connects any MCP-compatible client to Meilisearch via stdio, enabling natural language control, multi-index search, and dynamic instance switching.

AgentQL-powered prompts-driven web data extraction delivering structured results from pages with editor-friendly integration.

Provides real-time, unblocked live web access with browser automation and anti-bot protection, plus a rich toolkit for data extraction and AI workflows.

Production-ready semantic retrieval tool that stores and searches documents via Claude Desktop using Needle ecosystem.

A focused solution for drafting, templating, and sending eSignature contracts with collaborator-aware templates.

Token-bound configuration with real-time validation, zero-downtime hot reload, and multi-catalog access for Doris integrations.

Unified Atlassian integration offering Confluence and Jira access across Cloud and Data Center with flexible auth, transport options, and IDE-ready deployment.

Bridges AI models with live web data, rendering JS-heavy pages, bypassing anti-bot measures, and delivering AI-ready content across 195+ countries.

Real-time live web access with anti-blocking, zero-config setup, and browser automation for AI-powered research, pricing, and dynamic content.