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  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for web search and URL reading via CLIProxyAPI Antigravity backend, enabling web search, URL content retrieval, and grounded research.
    12
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.
    6
    -
  • A
    license
    A
    quality
    C
    maintenance
    Python MCP server for vector search using Qdrant vector database and Ollama embeddings, with advanced query techniques like query expansion, HyDE, and reranking.
    2
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.
    26
    40,139
    7,395
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Nexus Memory gives every MCP-compatible agent one persistent, self-hosted shared memory with hybrid retrieval, drift detection, and anti-poisoning features.
    21
    3
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to retrieve clean, anti-poisoned research context from academic papers, GitHub repositories, and web search, with built-in prompt injection defenses and zero-cost reranking.
    6
    GPL 3.0
  • F
    license
    D
    quality
    D
    maintenance
    A ready-to-use starter implementation of the Model Context Protocol (MCP) server that enables applications to provide standardized context for LLMs with sample resources, tools, and prompts.
    2
    0
    1
    -
  • A
    license
    Not graded
    quality
    F
    maintenance
    A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI.
    34
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables debugging by analyzing bug reports, tracebacks, or code snippets to retrieve similar historical fixes and generate JSON answers with root cause, fix, and confidence.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Turns any URL into structured web intelligence in one call: SEO/OpenGraph metadata, public contacts, tech-stack fingerprinting, Schema.org data, a security-headers audit, and clean AI-ready Markdown. Anti-SSRF hardened by design.
    5
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to access detailed research findings, implementation patterns, and best practices for building graph-enhanced retrieval-augmented generation systems.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.
    2,245
    MIT