by graphlit
Enables integration between MCP clients and the Graphlit platform, providing ingestion, extraction, retrieval, and RAG capabilities across a wide range of data sources and connectors.
by fetchSERP
Provides a unified API for SEO analysis, SERP retrieval, keyword research, and web scraping, exposing all FetchSERP endpoints via a Model Context Protocol server.
by fatwang2
Provides web and news search, URL crawling, sitemap extraction, deep‑reasoning, and trending topic retrieval via Search1API, exposed as an MCP server for integration with AI clients.
by exa-labs
Provides real-time web search capabilities to AI assistants via a Model Context Protocol server, enabling safe and controlled access to the Exa AI Search API.
by elastic
Enables natural‑language interaction with Elasticsearch indices via the Model Context Protocol, exposing tools for listing indices, fetching mappings, performing searches, running ES|QL queries, and retrieving shard information.
by data-skunks
Provides keyword research tools such as People Also Ask, Google Autocomplete, Reddit and Quora questions, and semantic keyword extraction via a Model Context Protocol server.
by TakoData
Provides a simple MCP server that queries Tako for real-time data and generates visualizations.
by vectorize-io
Provides a Model Context Protocol (MCP) server that integrates with Vectorize to enable vector‑based document retrieval, text extraction, and deep research capabilities for LLM workflows.
by variflight
Provides tools to query flight schedules, weather forecasts, real-time aircraft locations, and flight comfort metrics for Variflight services.
by universal-mcp
Provides a standardized interface for interacting with Ahrefs's tools and services through a unified API.
by vectara
Provides fast, reliable retrieval‑augmented generation and semantic search via the Model Context Protocol, allowing agents to query Vectara corpora and receive generated answers together with source passages.
by universal-mcp
Provides a standardized API to interact with Serpapi tools and services via the Universal MCP framework.
by ubie-oss
Search documents using Vertex AI with Gemini grounding, allowing private data to improve relevance of results.
by universal-mcp
Provides a standardized interface to interact with Google SearchConsole tools and services through a unified API built on the Universal MCP framework.
by szeider
Provides programmatic access to the DBLP computer science bibliography for large language models, enabling publication search, citation extraction, BibTeX export, and statistical analysis via defined tools.
by suhail-ak-s
Enables AI models to access Typesense search capabilities through the Model Context Protocol, allowing discovery, querying, and analysis of collection data.
by r-huijts
Provides natural‑language access to the Rijksmuseum collection, enabling exploration, analysis, and retrieval of artwork details and high‑resolution images.
by riemannzeta
Provides fast access to USPTO patent and application data via the Public Search and Open Data Portal APIs, enabling Claude Desktop and other MCP clients to retrieve search results, full-text documents, PDFs, and bibliographic metadata.
by run-llama
Creates multiple query tools that connect to specific managed LlamaCloud indexes, exposing each as a searchable MCP tool.
by raoulbia-ai
Enables AI assistants to retrieve and filter Intercom conversations and tickets using advanced search criteria, supporting date ranges, keywords, customer identifiers, and ticket status.
by pwilkin
Provides a unified MCP endpoint that queries public SearXNG instances, parses HTML results, and returns them as a clean JSON array.
by privetin
Enables searching and retrieving detailed entries from the Standard Korean Dictionary through an MCP API.
by privetin
Provides vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and persistent storage for documents.
by mjochum64
Provides document search capabilities through Apache Solr, exposing Model Context Protocol (MCP) resources and tools for LLMs to query, filter, sort, and retrieve documents via both MCP and direct HTTP interfaces.
by liuyoshio
Provides natural‑language search and recommendation for Model Context Protocol servers, delivering rich metadata and real‑time updates.
by nkapila6
Provides local RAG‑style web search capabilities for LLMs by fetching DuckDuckGo results, generating embeddings with MediaPipe, ranking relevance, and returning extracted markdown content without external APIs.
by nacos-group
Provides search, installation, and proxy functionalities for MCP servers, combining Nacos service discovery with optional Compass API support and offering both router and proxy operating modes.
by mamertofabian
Fast cross‑platform file searching leveraging the Everything SDK on Windows, Spotlight on macOS, and locate/plocate on Linux.
by leehanchung
Enables AI assistants to perform web, news, and image searches through the Bing Search API, handling rate limiting and errors.
by longyi1207
Provides Search and Chat capabilities via the Glean API as an MCP server.
by junmer
Search and retrieve Lottie animations through MCP endpoints for keyword queries, detailed animation data, and popular animation listings.
by kld3v
Search and retrieve Reed Jobs listings with flexible filters, returning detailed job information for AI‑driven workflows.