A
licenseA
qualityB
maintenanceMCP server for AI-powered research using Gemini. Provides fast grounded web search, deep autonomous research, URL extraction, and session management.
6
9
MIT
AI Research Agent
by AdiRatnam
Related Servers
Alternatives to AI Research Agent
No user-submitted related servers found.
Related Servers
- FlicenseNot gradedqualityDmaintenanceA modular research assistant framework that enables web, Reddit, YouTube, map, and codebase exploration via MCP and FastAPI, with support for multiple LLMs and embedders.-
- AlicenseNot gradedqualityBmaintenanceAn MCP server for automated interaction with Gemini's web interface using Playwright and LangGraph, enabling task execution, deep research, file uploads, chat management, and dynamic selector verification via MCP tools.1MIT
- AlicenseNot gradedqualityDmaintenanceIntegrates Gemini API research capabilities (Deep Research, Quick Search, URL Analysis) into a unified MCP server, enabling comprehensive research, web search, and URL analysis through natural language.MIT
- FlicenseNot gradedqualityCmaintenanceEnables AI agents to perform unified web research through a single MCP server, including search, page fetching, recursive crawling, document parsing, YouTube transcript extraction, and deep multi-query research.3-
- AlicenseAqualityCmaintenanceA task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) with local environments, operating as an interactive CLI and an MCP server for structured autonomous development.25 npmMIT
TDQS
A3.5/5.0
Scored across 3 tools
Disambiguation5/5
Each tool serves a distinctly different purpose: researching a topic, managing report files with CRUD operations, and rendering a dashboard. There is no overlap or ambiguity between them.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern in snake_case: research_topic, manage_report, render_dashboard. No mixing of conventions.
Tool Count4/5
Three tools is slightly low but still reasonable for a focused AI research agent covering the essential tasks of researching, managing reports, and displaying a dashboard. It feels well-scoped.
Completeness3/5
The basic workflow is covered, but there is a notable gap: no tool to list existing report filenames, which is needed for the read/update/delete actions without prior knowledge.
Maintenance
ActivitySlowing
ResponsivenessNo issues