Skip to main content
Glama
97,619 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"How to clone a GitLab repository" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients to access Chinese and global trademark data, including search, announcements, classification, review documents, transfer records, and applicant risk clues through the Quandashi platform.
    2 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to search and analyze Ukraine's national open-data portal (data.gov.ua) using natural language, with tools for finding datasets, inspecting metadata, and retrieving actual data.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to answer Brazilian voters' pre-election questions from TSE open data, including comparing candidates, finding polling places, checking election dates and voting hours, and retrieving candidate details through MCP tools without personal registration data.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides read-only access to pre-kick-off football match outcome probabilities and the open record of how those predictions turned out, including match listings, per-match analysis, and aggregate hit rates with baselines. It requires no account or API key and lets users query results by date, week, language, and time zone.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.
    8
    38 PyPI
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to search and retrieve package repository information from Repology through natural language. Supports searching projects, getting detailed package information, and checking repository problems across multiple Linux distributions and package managers.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables read-only access to the AtlasRepo decision catalog, allowing users to search for evidence-backed projects, tools, and repository decision records without loading the full catalog.
    3
    6 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Real-time web intelligence with freshness timestamps. Every extraction returns a dated envelope so AI agents know exactly how old the data is. Covers GitHub, HN, Scholar, arXiv, YC, jobs, finance, and package trends.
    22
    152 npm
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to autonomously discover, stream, and compute satellite analytics from free government Earth observation archives. Provides tools for STAC search, spectral indices, elevation profiles, SAR water detection, and sandboxed geospatial scripting.
    29
    Apache 2.0
  • F
    license
    B
    quality
    B
    maintenance
    A Python MCP server for discovering and analyzing Sentinel-2 L2A imagery, enabling AI agents to search scenes, check quality, and compute spectral indices like NDVI, NDWI, and NBR from remote COG windows.
    4
    -
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides access to the OSS Insight Public API for GitHub repository analytics. It enables querying trending repositories, contributor statistics, and collection rankings through various tools.
    18
    8 npm
    3
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
    1
    4
    -
  • A
    license
    B
    quality
    D
    maintenance
    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    13
    MIT
  • F
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.
    4
    1
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching government awards through the Sell to State API by proxying JSON-RPC to the live HTTP MCP endpoint, requiring an API key.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Connects AI agents to the PANGAEA earth and environmental science data repository, enabling full-text dataset search and facet aggregation via MCP tools.
    77 npm
    MIT