Provides access to PubMed and PubMed Central APIs via 16 MCP tools for searching, retrieving, and analyzing biomedical literature.

Provides programmatic access to CML projects, files, jobs, and runtime addons via MCP endpoints.

Provides local, private vector-based memory storage with semantic search and session handoffs for MCP clients.

Provides an MCP server to run Scanpy workflows via natural language requests, including data IO, preprocessing, analysis tools, and plotting.

Provides Google Custom Search results with optional readability extraction and news-focused deep search.

Provides a complete MCP server that enables AI integration and smart knowledge management for SiYuan notebooks.

Provides MCP-enabled diagnostics and SQL analysis for StarRocks databases via standardized client protocols.

Provides Machined Context Protocol access to Wikidata data via fast basic tools and advanced orchestration for complex queries.

A Python-based MCP server for the CompText DSL with a REST API wrapper, delivering fast Codex access, caching, and robust validation.

Provides directory-aware tmux pane management for Claude with command execution, output capture, and per-directory logging.

Provides a comprehensive MCP server for MongoDB CRUD, indexing, aggregation, and admin tasks via an MCP client.

Exposes reptor’s MCP-capable tooling to automate pentest reporting and findings retrieval against SysReptor.

Provides advanced CSV analysis, visualizations, and thinking outputs powered by Gemini AI.

Provides access to the Elsevier Scopus API for searching papers, retrieving abstracts, and author profiles.

AI-powered MCP server for IFS Cloud codebase analysis, versioned data, and hybrid search capabilities.

Provides real-time peer review feedback from Google Gemini for local LLM responses.

Translates PowerPoint presentations using AWS Bedrock models with MCP protocol support.

Provides automated Gmail management, including intelligent categorization, search, archive/export, cleanup, analytics, and secure OAuth2 integration.

Provides an MCP server with OAuth 2.1 support to enable LLM agents to interact with the MOSTLY AI Platform.

Provides an MCP server exposing user and message resources with a client to access them.

Provides full CRUD access to Pipedrive CRM data via MCP for reads and writes across deals, persons, organizations, activities, notes, and leads.