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  • A
    license
    A
    quality
    C
    maintenance
    MCP server exposing ATLAS research capabilities: live tokenized stock market data, on-chain source-of-truth reads, and published research atlases. Connects to MCP clients over stdio with no API keys required for public testnet endpoints.
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables evidence-grounded implementation research by searching GitHub, scoring candidate repositories, extracting source evidence, and generating planning artifacts like research and implementation checklists.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables coding and research agents to run paid, cited deep research on AI infrastructure, MCP, and security topics via remote MCP tools, with query-tied excerpt packs and uncited or failed calls billed at $0.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that detects duplicated research directions and probes blind spots before committing to a project, helping researchers avoid wasted effort.
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to perform deep web research by searching, fetching, chunking, retrieving, and synthesizing cited answers from exact source passages via a deep_research tool.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Provides a private set of high-level tools for web research, focused URL investigation, read-only GitHub research, and persistent semantic memory via a Streamable HTTP MCP gateway.
    1
    -
  • F
    license
    A
    quality
    C
    maintenance
    A read-only FastMCP server for academic research that lets agents search papers, inspect metadata, follow citation graphs, generate BibTeX, and read full texts of open-access PDFs via semantic scholar, OpenAlex, arXiv, DBLP, and Crossref.
    6
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    A stateless MCP server that provides web search, single page reading, and batch page reading tools, with automatic failover across multiple search and content extraction providers.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An incremental financial-data MCP server built on Cloudflare, currently offering a read-only Hono API for accounts, transactions, and analytics with D1 and Drizzle. Future plans include OAuth and MCP integration.
    6 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables agents to execute structured research runbooks against a 440+ tool data bank and receive reports in which every number traces back to a cited source in an evidence ledger. Exposes tools for launching jobs, listing available runbooks, polling run status, and fetching finished markdown or HTML reports.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to search, analyze, and summarize academic research papers in real-time from arXiv, Semantic Scholar, and PubMed. Provides automatic deduplication, citation analysis, and BibTeX generation across multiple research databases.
    82 npm
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables assistants to resolve exact Polymarket events and markets with their resolution rules, prices, spreads and trade samples, and to compute explicit profit/loss and break-even scenarios for given contract quantities, prices and costs. It also lets clients search, read and download published research articles and their datasets with stable citations.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables academic bibliographic search across arXiv, Semantic Scholar, and Google Scholar with advanced search, citation analysis, and Zotero integration for reference management.
    2
    -
  • A
    license
    A
    quality
    C
    maintenance
    A unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.
    7
    1
    MIT