Skip to main content
Glama
120,763 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Semantic Search API Solutions" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • F
    license
    A
    quality
    D
    maintenance
    Enables searching and retrieving Korean Supreme Court precedents from the law.go.kr Open API, with support for keyword search and detailed judgment text.
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to search and analyze US federal procurement data across SAM.gov opportunities, FPDS awards, SAM entities, FFATA subawards, exclusions, and full-text solicitation attachments, with 6 tools for market research, opportunity discovery, teaming, pricing, and compliance.
    6
    50 PyPI
    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
    20 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to search UK property prices by postcode, street, or city using the HM Land Registry's SPARQL endpoint. It also provides tools for resolving postcodes and finding nearby locations through Ordnance Survey data.
    2
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Access French geographic data from IGN (Institut national de l'information géographique et forestière) including cadastral parcels, agricultural land registry, protected natural areas, urban planning zones, and wine appellations through natural language queries.
    9
    13
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude to discover and invoke Brazilian government APIs (public, Serpro, and Conecta gov.br) through a catalog-driven gateway that searches a YAML catalog of 116 APIs, loads OpenAPI specs on demand, and calls endpoints with credentials resolved per entry. It provides five generic tools for search, listing, describing, calling, and checking credential readiness, keeping client context small instead of exposing one tool per endpoint.
    5
    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
    D
    maintenance
    MCP server enabling full-text search of Japanese corporate IR filings (EDINET) via AI agents, supporting local SQLite FTS5 indexing and hosted beta API.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to evaluate job postings under a UK visa constraint, including sponsor-licence checks with confidence grades, screening for seniority and hard requirements, and role searches that exclude recruitment agencies. It also tracks application history to help avoid duplicate applications.
    4
    66 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server for searching the National Provider Identifier (NPI) registry. This server provides tools to search and retrieve information about healthcare providers and organizations in the United States.
    1
    4
    Python
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives an AI agent read-only access to SEC EDGAR for company lookup, reported financial statements, individual XBRL concepts, filing and exhibit lists, filing text, segment revenue, and full-text search. Every answer carries its source accession number, form, filing date, URL, hash and retrieval time, and it needs no API key.
    11
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides read-only, citation-grounded Chinese AI compliance and filing Q&A, enabling agents to search regulations, retrieve requirements, generate self-check lists, and determine filing obligations with legal basis.
    8
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Verified Singapore property, tax, affordability, salary, and location data for AI agents. 17 MCP tools, x402 micropayments, source provenance on every response. Singapore live now, more markets coming. Categories: Finance, Real Estate, Data, Singapore, x402, Payments, Government Data
    17
    -
  • A
    license
    A
    quality
    D
    maintenance
    Provides tools to retrieve and validate Goods and Services Tax (GST) details using GST numbers, PAN cards, or company names. It enables users to check registration status, filing history, and business addresses directly through the GST Insights API.
    6
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides access to the police.uk API with 21 tools to query UK crime data, police forces, neighbourhoods, and stop-and-search incidents. Enables retrieval of street-level crimes, force details, neighbourhood teams, and policing priorities across England, Wales, and Northern Ireland.
    21
    22 npm
    2
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables an MCP-compatible assistant to search public job listings from EURES without an API key, returning details such as title, company, location, remote status, and listing URLs.
    2
    -
  • F
    license
    A
    quality
    D
    maintenance
    Enables searching and retrieving economic data from the Federal Reserve Economic Data (FRED) API, including time series, categories, releases, and popular indicators.
    7
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables LLMs and agents to search Moroccan public procurement notices, retrieve tender details, check Décret 2-22-431 compliance, analyze competitor awards, and audit submissions through 14 MCP tools.
    14
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides 22 read-only tools that let AI assistants pull and read SEC EDGAR data straight from official sec.gov APIs: 10-K, 10-Q, 8-K, 20-F and proxy filings, paged or phrase-searched filing text, XBRL facts and cross-company rankings, insider trades, 13D/13G ownership and 13F portfolios. Also enables full-text search across every EDGAR filing since 2001, so users can answer company financial questions in natural language without an API key.
    22
    80 PyPI
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that connects AI assistants to Brazilian public data services, providing access to postal codes, company registrations, bank information, area codes, IBGE data, currency exchange rates, and domain registration status.
    11
    7 npm
    4
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    MCP server for the Japan National Tax Agency Corporate Number API, enabling corporate number lookup and search via local AI clients.
    3
    1
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables access to NASA space data and images through Claude Desktop, providing features like astronomy picture of the day, Mars rover photos, near-Earth object information, NASA image search, and Earth satellite imagery.
    5
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Query a variety of data from Brasil resources seamlessly. Access information on postal codes, area codes, banks, holidays, taxes, and more through a unified interface. Enhance your AI agents and applications with rich and updated data from BrasilAPI effortlessly.
    6
    7
    -
  • A
    license
    B
    quality
    D
    maintenance
    Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI assistants to retrieve economic time series data such as GDP, inflation, and interest rates.
    1
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Provides access to the API Ninjas Country API, allowing users to query detailed country data including GDP, population, area, and other demographic metrics. It enables filtering countries by specific economic and geographic criteria through natural language commands.
    1
    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