Skip to main content
Glama
97,619 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Semantic Scholar" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    Cost of living, CPI, PPP, and regional price data for 190+ countries. Semantic endpoints with natural language parameters. MCP server for AI agents.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Taiwan's first public Model Context Protocol server for National Health Insurance data — rejection codes, ICD-10 mappings, audit indicators, semantic wiki search. Powered by OPDSTAR.
    24
    30 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to search and read official news from the Luxembourg government press service (SIP) with tools for keyword search, semantic search, browsing latest news, and fetching full articles.
    7
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to search verified Japanese corporate records — EDINET XBRL financials, 13-digit corporate numbers, major shareholders, and gBizINFO certifications — locally through a single knowledge-search tool with keyword, fuzzy, semantic, or hybrid retrieval. It also maps J-GAAP, US GAAP, and IFRS concepts so filings can be read in English without mistranslating terms like 営業利益 and 経常利益.
    7
    39 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to semantically explore and analyze the Italian government data catalog (schema.gov.it), including ontologies, vocabularies, datasets, and data quality checks.
    47
    9
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides AI assistants with live, authenticated access to official Mexican data sources including CURP, RFC, postal codes, phone numbers, SPEI payments, CFDI status, DOF semantic search, and geocoding via INEGI/INE.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for analyzing Canadian federal spending data, offering tools for contract search, NLP, semantic search, anomaly detection, and money-flow tracing.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that provides tools for parliamentary research by allowing users to search constituencies, elections, members, government posts, debates, and Hansard records, with additional semantic search capabilities over parliamentary data.
    30
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables citation-safe legal research and document drafting over official Turkish case law and legislation, searching a local 11-million-decision corpus with full-text and semantic retrieval or querying live sources like Bedesten, AYM, Danıştay and mevzuat.gov.tr. It also supports citation verification, petition and bundle preparation, change reports, privacy redaction, and source health checks through core and loadable extended tool sets.
    3
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides access to Sweden's comprehensive municipal and regional statistics database with semantic search capabilities. Enables natural language queries against thousands of Key Performance Indicators covering various aspects of Swedish public sector data.
    16
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides access to 529,000+ US statute sections across all 50 states and federal codes for comprehensive legal research. Supports semantic search, citation graph traversal, jurisdictional comparisons, and regulatory risk analysis through natural language queries.
    51 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A Türk hukuk MCP sunucusu that enables searching and retrieving Turkish legal decisions (Yargıtay, Danıştay, etc.) with semantic search via NVIDIA embeddings and a Turkish chat tool powered by Llama 3.3 70B.
    MIT
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables semantic search across the Arke Institute's extensive archive of NARA records and presidential libraries using natural language queries. Provides access to millions of historical documents, photographs, and records with OCR'd content and complete metadata.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    US + EU salary benchmarking, pay transparency compliance, and semantic endpoints. 1,400+ US occupations, 28 EU countries. MCP server for AI agents.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Chilean legal research via 15 MCP tools that search and cite official sources, retrieve full legal texts, perform hybrid semantic searches, and export results to Word or PDF.
    -