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GET /v1/servers – MCP directory API reference- AlicenseAqualityDmaintenanceProvides AI job displacement data and automation risk assessments for over 59,000 occupations based on task-level analysis. It enables users to query risk scores, task-level breakdowns, career transition paths, and the latest AI-related employment news.92 npmMIT
- AlicenseBqualityDmaintenanceFits a lithium-ion full-cell dual-water-tank model from charge/discharge voltage-capacity data for battery aging mechanism identification, with parameter fitting, batch processing, and MCP server integration.34Apache 2.0
- AlicenseBqualityCmaintenanceA local MCP server that gives AI agents structured task planning, execution tracking, and guided research workflows.166 npmMIT

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AlicenseNot gradedqualityAmaintenanceOfficial public, read-only Helena Bioinformatics MCP for source-cited answers about the company and its published products.Apache 2.0- AlicenseNot gradedqualityDmaintenanceMCP server for ListenME — product research task management via Boxverse AI. Provides 21 tools for managing research tasks, reviewing user feedback, and generating insights.37 npmMIT
- AlicenseNot gradedqualityDmaintenanceOrchestrates distributed research drones on Google Cloud Run, enabling scalable and bidirectional research task management.6MIT
- AlicenseNot gradedqualityBmaintenanceProvides LIWC-style dictionary scoring of text with deterministic, provenance-first analysis, enabling researchers and AI agents to perform reproducible text analysis via MCP tools.Apache 2.0
- FlicenseNot gradedqualityBmaintenanceEnables remote execution of MATLAB experiments via natural language, with tools for code execution, task management, file transfer, and system diagnostics.-
- FlicenseNot gradedqualityBmaintenanceMCP server for gene family analysis, providing tools for FASTA validation and PlantCARE cis-element prediction, with backend task management for AI agents.-
- AlicenseAqualityFmaintenanceEnables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.5MIT
- AlicenseAqualityBmaintenanceRead-only MCP server exposing AGmind Systems Lab's measured local-LLM benchmark claims (TTFT, inter-token latency, task success, etc.) on AMD Strix Halo and DGX Spark hardware via search, claim lookup, and measured-combination listing tools.34Apache 2.0
- AlicenseAqualityAmaintenanceA Model Context Protocol server that distills documents from multiple sources into HTML articles and Obsidian notes, with features like key element detection, image filtering, and async task management.41MIT
- FlicenseAqualityBmaintenanceEnables AI coding agents to run Tavily-powered web searches and asynchronous, cited research through MCP, with tools for focused search, task creation, and status retrieval.3-
- AlicenseAqualityBmaintenanceRead-only MCP server for managing academic literature acquisition workflows at Jilin University, providing precise access to Zotero metadata, PDF paths, paginated full text, and task status while enforcing legal OA and institutional access boundaries.52MIT
- AlicenseAqualityDmaintenanceA deep-research MCP server exposing a single task-augmented tool that runs GPT-Researcher with Tavily search, Anthropic Claude, and OpenAI embeddings, streaming progress via MCP tasks and Upjack entity stream.7MIT
- FlicenseAqualityCmaintenanceEnables declarative FDTD validation, guarded cloud-task workflows, and normalization of Tidy3D simulation results into metadata and bounded CSV observables, while keeping credentials and cloud-execution privileges isolated.81-
- AlicenseAqualityBmaintenanceAn intelligent research assistant MCP server for AI agents, providing task-oriented literature search and analysis across multiple academic databases.41747 PyPI28Apache 2.0
- AlicenseAqualityBmaintenanceEnables read-only research on YouTube by exposing video metadata, transcripts, comments, search, channels, playlists, and trending data through four task-oriented tools.4MIT
- AlicenseBqualityDmaintenanceProvides a compact, task-oriented wrapper around the CDISC Library API for discovering, searching, and fetching Biomedical Concepts and SDTM Dataset Specializations.194MIT