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Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Locally hosted multi-engine web search and page content extraction for local LLMs — no API keys required.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Let AI agents control a real web browser to browse, navigate, and extract data via browser-use + Playwright.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
Run Apify's RAG Web Browser and 5,000+ Actors as MCP tools — web search and scrape to clean markdown.
Point at browser DOM elements with Option+Click and feed them as context to agentic coding tools via MCP.
Turn any web page into structured data — AgentQL's prompt-driven extraction as a single MCP tool.
Ingest, search, and RAG over data from Slack, Discord, Google Drive, GitHub, Jira, Linear and more via Graphlit.
Chat with your EPUB and PDF books — extract metadata, table of contents, chapters, and pages as Markdown.
Query SEC EDGAR filings — 10-K/10-Q/8-K sections, XBRL financials, insider trades — with exact numbers and source URLs.
Local computer-vision image recognition and editing tools for AI assistants — crop, detect, OCR, remove background, all on-device.
Query, explore, and govern Apache Doris databases via MCP — NL2SQL, metadata, and analytics tools.
Smart context management for LLM workflows — rule-based file selection shared via MCP or clipboard.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Gives AI coding assistants up-to-date, crate-specific Rust documentation via semantic search and LLM summarization.
Give your LLM live Wikipedia access: search, full articles, summaries, sections, links and key facts in any language.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Extract text, images, and metadata from local or URL PDFs as structured output, dir-confined.
MCP server exposing Playwright browser-automation tools: navigate, click, fill, screenshot and scrape pages.
Search TikTok, pull post details, and extract video subtitles into your AI agent via the TikNeuron API.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
AI-powered financial research over SEC filings, earnings calls, stock & crypto data, and prediction markets.
Native Safari browser automation for AI agents on macOS — 80 tools, your real logged-in browser, no Chrome.
AI-powered code review automation: analyzes Git diffs to find bugs, security issues, and quality improvements.
Converts raw HTML into compressed, AI-readable page maps (97% token reduction) so agents can read and act on any web page.
Local MCP server for surgical, formatting-preserving edits to existing Word (.docx) and OpenDocument (.odt) files.
SQL static analysis, linting, and dialect conversion for your AI assistant, powered by SQLGlot.
Compiler-accurate Java code analysis for AI agents, built on Eclipse JDT with 75 semantic tools.
Context-aware knowledge base for Klever blockchain smart-contract development on the Klever VM SDK.
Scrape websites, search engines, eCommerce, and social media for AI agents via Decodo's Web Scraping API.
Data scraping, document conversion, AI agents, and code execution via the Dumpling AI API.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.