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  • A
    license
    A
    quality
    A
    maintenance
    Provides a unified web search tool for AI agents by running multiple search providers concurrently and returning normalized results. It integrates with Claude Code, Codex CLI, OpenCode, and Hermes.
    1
    241 PyPI
    11
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    MCP server for the Agent Web Combo toolkit, enabling AI agents to perform multi-source web search, page content extraction, and JavaScript-rendered page screenshotting via Kitesurf/Playwright, with optional agent-reach platform integration.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables web search and page reading through MCP tools, returning structured search results and clean markdown page content with a unified result envelope.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Adaptive security for AI agents: assess inputs for prompt injection, scan outputs for credential/PII leaks, teach new attack patterns to semantic memory, harden prompts, and monitor metrics. Runs locally via MCP stdio.
    67 PyPI
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables automated web research and intelligence gathering through recursive web crawling, multi-engine search integration, and persistent SQLite storage with support for keyword filtering and multiple export formats.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A self-improving knowledge agent that provides local retrieval, web research, and structured answer synthesis for Claude Code and VS Code Copilot via MCP. It enables AI tools to manage a project-specific knowledge lifecycle through automated research and indexing.
    12
    9
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for AI agent guardrails — validates and signs agent decisions (OAA tokens) so third parties can verify them without server access
    3
    26 PyPI
    1
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Codebase Q&A agent with git-history awareness. Explore a repo with list_files, read_file, and search, plus git log, blame, and diff and a repo map to answer "why did this change?" questions. Runs locally as an MCP server for Claude Code and other MCP clients.
    11
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Web scraping MCP server for Al agents. 6 tools: extract clean text/markdown from any URL, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction with regex filtering, metadata extraction (OG tags, Twitter cards), and Google search. Free tier: 50 requests/IP/day.
    8
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A self-hosted, MCP-native web-search backend for AI agents that provides meta-search, clean extraction, RAG with citations, and GitHub project selection.
    6
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to persist, retrieve, and share source-linked memory across sessions via MCP tools, backed by PostgreSQL with project/session management, decision tracking, keyword search, and cross-host context handoff.
    Apache 2.0