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"Techniques to Improve Agent Programming" matching MCP servers:

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    An MCP server for Perplexity's Agent API, enabling multi-step web research with citations through tools to start, collect, and cancel research runs.
    3
    BSD 3-Clause
  • A
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    quality
    B
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    A 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
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    A 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
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    MCP 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
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    Enables querying verified AI agent news with citations and confidence scores. Provides tools for search, Q&A, article retrieval, and recommendations about AI agent tools, MCPs, and frameworks.
    28
    MIT No Attribution
  • A
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    Provides live astronomical telemetry and space data, including ISS tracking, NASA APOD, and solar weather, via a Model Context Protocol server with SSE and JSON-RPC support.
    MIT
  • A
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    quality
    B
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    MCP server for Agent Reputation, enabling agent buyers to examine candidate agents' claims, outcomes, and independent sources, and to order evidence briefs before purchase.
    6
    1
    ISC
  • A
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    AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enabling sector screens, valuations, SWOTs, and forensic audits using Claude Agent SDK.
    Apache 2.0
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    Compound MCP agent that integrates EDINET, TDNET, e-Stat, and stock price sources for comprehensive Japanese company analysis, macro economic snapshots, and earnings monitoring through a single interface.
    2
    Apache 2.0
  • A
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    quality
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    Provides grounded investment decisions with evidence links and invalidation conditions, enabling users to review their portfolio through a structured decision process.
    MIT
  • A
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    quality
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    An MCP server that embeds into Zotero, enabling AI agents to search, manage, enrich metadata, import papers, and automate research workflows through 42 tools including PDF retrieval and annotation synthesis.
    3
    MIT
  • A
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    quality
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    An autonomous MCP agent that helps you apply to fully funded MS and PhD programs by discovering professors, verifying faculty status, matching projects, and drafting cold emails.
    3
    MIT
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    Enables extraction of structured data from documents like invoices, receipts, and bank statements using local Vision AI (Ollama) or cloud providers (Gemini), with data stored in a local SQLite database.
    5
    MIT
  • A
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    Automates OpenFOAM CFD simulations via MCP, enabling AI agents to mesh, run, and post-process cases from natural language prompts without any API keys.
    MIT
  • F
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    Local-first MCP server for credit risk analysis. It enables explainable rule discovery, statistical validation, PSI drift monitoring, and root-cause diagnosis on user-approved Parquet data while preserving privacy.