Retrieval, search, scraping and data access.
Your Claude Code sessions don't have to start from scratch anymore — SpecMem gives your AI real memory. It won't forget your conversations, your code, or your architecture decisions between sessions. That's the whole point. Semantic code indexing that act
Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI.
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
Honest claim corroboration for AI agents: syndication-aware independent-source counting.
A ModelContextProtocol server to let agents discover your project, such as APIs (using OpenAPI) or other resources.
Headless-browser MCP server for any MCP-capable agent (Claude, Codex, Gemini CLI, Cursor, ...). Playwright-based, with accessibility-tree refs, Readability, search, annotated screenshots, and a self-improvement feedback loop. Windows, Linux, and macOS.
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).
Search, scrape, and crawl the web for AI agents. Batch scraping and answers with citations.
MCP server for MTA:SA documentation with intelligent search and caching
PDF parsing server with text extraction, metadata, search, images, and TOC via MCP
Subscribe your agent to Hello Aigent feeds: discover, fetch signed updates, verify, and act.
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
n8n community node for ClickHouse — full CRUD, schema management, polling triggers, and AI agent tool support for ClickHouse and ClickHouse Cloud
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in.
MCP server for ZHIPU AI Web Search API integration
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP tools
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministic, sub-25ms.
Real-time financial news for AI agents: search by ticker and source, with sentiment and entities.