Enables agents to perform semantic searches across Trieve datasets and access detailed dataset information through a standardized interface. Built with TypeScript for enhanced type safety and offers configuration through environment variables and command-line arguments.

Stores and retrieves information using the Qdrant vector search engine, enabling semantic search for relevant data. It functions as a memory layer for AI applications accessing external tools and information.

Connects Claude to databases for querying and analysis, facilitating SQL query writing, visualization of table relationships, and report generation.

Analyzes telemetry data and distributed traces using OpenTelemetry. Queries metrics and performs SQL queries for insights into application exceptions and errors in real-time.

Connect to Tinybird's real-time analytics platform to search and analyze data using the Tinybird Query API and existing API endpoints.

Integrates advanced vector retrieval and text extraction capabilities, enabling document searches and Markdown text extraction from various file types. Supports deep research generation from custom data pipelines.

Interfacing with GraphQL APIs, enabling LLMs to execute queries and perform schema introspection dynamically.

Connect to Elasticsearch or OpenSearch clusters for natural language interaction, enabling operations such as searching documents, managing indices, and monitoring cluster health.

Analyzes codebases to rank files by importance, track dependencies, and provide summaries to enhance understanding of code structure. It helps visualize relationships between critical files for improved development workflows.

Queries Axiom datasets using Axiom Processing Language (APL) and lists available datasets.

Connects AI models to authoritative biomedical databases for structured queries, enabling access to information from PubMed, ClinicalTrials.gov, and MyVariant.info. Facilitates precise responses about clinical trials, scientific literature, and genomic variants.

MCP server for conducting OSINT username searches across various social networks and analyzing URLs to collect user account information from public sources.

Search for academic articles in arXiv, providing access to a range of scholarly content and resources.

Generate and download charts using QuickChart.io. Provides various chart generation capabilities through MCP tools.

Conduct comprehensive research on complex topics by generating structured research reports and synthesizing information from diverse sources. This tool enables in-depth exploration of questions and identification of relevant sources.

Access Prometheus metrics and execute PromQL queries through standardized interfaces to analyze metrics data. Simplifies monitoring and data exploration by enabling the listing of metrics and retrieving instant or range query results.

Access and search PubMed articles through the Entrez API, retrieve article abstracts, and download full-text content for open access articles when available.

Provides tools for checking the latest stable package versions across multiple registries, including npm, PyPI, Maven Central, Go Proxy, and others. Enables AI models to recommend up-to-date package versions for various programming languages and tools.

Provides secure, read-only access to BigQuery datasets, allowing for natural language querying of data without the need to write SQL queries manually. Facilitates direct communication between language models and BigQuery for efficient data retrieval.

Connects AI assistants to StarRocks databases for executing SQL queries and exploring database schemas with ease. Provides capabilities for data visualization and detailed data overview retrieval without complex setups.

Search and download academic papers from various sources such as arXiv, PubMed, bioRxiv, and Sci-Hub. Integrates with large language models to streamline access to scholarly articles and enhance research workflows.

Connect to multiple managed indexes on LlamaCloud to retrieve information. Each tool corresponds to a specific index and allows for targeted querying through command-line parameters.

Extract structured data from web pages using specified prompts to identify the desired fields from a given URL. This server enables integration of real-time data insights into applications.

Provides access to location-based services and geospatial data from OpenStreetMap, enabling geocoding of addresses, search for points of interest, and neighborhood analysis for real estate insights.

Access and manage Strava data, including recent activities, profile stats, and detailed activity streams. Supports exploration of segments, management of routes, and exporting route files in GPX or TCX format.