F
license-
qualityB
maintenanceRead-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
1
72,476 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
com.travel-code
io.github.lazymac2x
io.github.lazymac2x
io.github.mikerawsonnz
"Multi-agent AI systems for collaborative code development" matching MCP servers:
- Flicense-qualityCmaintenanceEnables natural language question answering over academic PDFs with grounded answers, exact source attribution, and explicit uncertainty handling.
- Alicense-qualityBmaintenanceA paid callable research agent that provides source-backed reports, onchain intelligence, and claim verification via MCP tools for coding tools like Codex, Claude Code, Cursor, and Windsurf.MIT
- Flicense-qualityDmaintenanceEnables multi-agent research with web search and analysis, accessible via VS Code Copilot tools.
- Flicense-qualityBmaintenanceExposes hybrid document retrieval and evaluation tools from retrieval-lab via MCP, including search_documents, corpus_info, run_evaluation, and search_my_repos, with wire-level conformance tests.1
- AlicenseAqualityAmaintenanceAn MCP server for Perplexity's Agent API, enabling multi-step web research with citations through tools to start, collect, and cancel research runs.3BSD 3-Clause
- AlicenseAqualityCmaintenanceMCP server providing agricultural market intelligence tools (price, margin, trend, report generation) that can be used by any MCP client to answer multi-step queries about commodity markets.5MIT
- AlicenseAqualityDmaintenanceMulti-AI Consensus Tool: Query multiple AI models in parallel, synthesize responses for better accuracy, and reduce AI bias through ensemble decision-making.130MIT
Perspective AIofficial
AlicenseBqualityCmaintenanceAn AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make d225MIT- AlicenseDqualityCmaintenanceA browser research MCP server that emphasizes evidence-centric workflows, secure browser automation, and deterministic data extraction, with structured responses and artifact-based screenshots.9MIT
Tomba Agent Pluginsofficial
Alicense-qualityBmaintenanceProvides email discovery, verification, enrichment, and company research through a remote MCP server.MIT- Alicense-qualityCmaintenanceHosted open-source AI apps callable by agents over MCP, enabling multi-model comparisons with real metered costs and skills like PDF translation, deep research, slide generation, and direct model queries.348MIT
- Alicense-qualityCmaintenanceA local-first MCP server for tracking indoor horticulture metrics, enabling cold-stratification timelines, ericaceous soil pH validation, and transplant-shock recovery through a LangGraph agent with a local LLM.MIT
- Alicense-qualityBmaintenanceMCP server for semantic research: search arXiv, fetch papers, and answer questions grounded in the actual paper text via RAG tools, resources, and prompts.MIT
- Alicense-qualityBmaintenanceMCP server that helps users discover fast-growing internet conversations and trending topics in real time. Compatible with AI assistants like Claude, Codex, and Cursor, it enables natural language search for emerging discussions.144MIT
- Alicense-qualityAmaintenanceEnables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.MIT
- Alicense-qualityCmaintenanceMCP server that scans daily AI innovation sources (arXiv, Hacker News, GitHub) and normalizes discoveries into actionable Skill Sheets for domains like code, design, HR, agents.MIT
- Alicense-qualityDmaintenanceIntegrates with Orca AI's HUNT Platform API to search for information about people, companies, and entities, enabling AI assistants to access investigative intelligence and due diligence data.MIT
- Alicense-qualityCmaintenanceA Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.1MIT
- Alicense-qualityDmaintenanceEnables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language.995GPL 3.0
