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"Understanding Gemini Thinking or Personality Traits" matching MCP servers:

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    Enables Gemini to read verified company facts, sources, provenance, and confidence from AuthorityPrompt for any published company domain.
    MIT
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    Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analysis and processing of urban data using PyMDU tools through natural language commands.
    3
    GPL 3.0
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    Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.
    12
    1
    MIT
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    Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.
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    The most comprehensive keyless federal-data MCP server. 36 tools for SAM.gov + USAspending + Federal Register + eCFR + Grants.gov. No API key, no registration, no signup. Works in Claude Desktop, Claude Code, Codex CLI, Cursor, Continue, Gemini CLI, and any MCP-aware host.
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    MIT
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    Provides access to OpenSincera API for retrieving digital advertising publisher metadata, verification status, and operational metrics through domain or Publisher ID lookup.
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    MIT
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    Ground citations before your agent emits them by checking references against public scholarly registries and flagging hallucinated or retracted ones.
    MIT
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    Enables searching and querying Winnipeg Open Data datasets through natural language or SoQL, with tools for datasets, metadata, and row-level data.
    8
    MIT
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    Enables MCP clients to query the Open Science Framework for public research project metadata, abstracts, and component listings using OSF project IDs or URLs.
    MIT
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    Provides access to Singapore's official statistics from the Department of Statistics (SingStat) via MCP tools, allowing users to query data using natural language or direct tool calls.
    11
    MIT
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    Provides access to official MLB statistics via a keyless API, enabling AI agents to query MLB data through natural language or direct tools.
    6
    MIT
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    Enables searching and querying Île-de-France open data datasets (transport, environment, economy, etc.) via natural language or direct tool calls.
    8
    MIT
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    Provides access to Detroit open data via ArcGIS REST API, enabling querying and analysis of municipal datasets through natural language or direct tool calls.
    10
    MIT
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    Enables querying US Senate lobbying disclosure data via natural language or direct tool calls, as part of the Pipeworx MCP gateway.
    10
    MIT
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    Enables querying the Dutch IND public register of recognised sponsors for work/residence permits. Offers tools to search sponsors by name or KvK number and check register status.
    MIT