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    Startup engineering acceleration signals for VC investors. Tracks commit velocity, contributor growth, and repo expansion across 20 sectors via public GitHub data. No API key required.
    8
    90 npm
    6
    MIT
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    Provides AI assistants with clean access to 58 US macroeconomic indicators from the FRED database, with pre-computed changes and no need to know series IDs.
    8
    MIT
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    Pre-build reality check for AI coding agents — searches 5 real databases (GitHub, Hacker News, npm, PyPI, Product Hunt) to check whether an idea already exists before you build it.
    1
    MIT
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    Pre-clinical drug discovery intelligence MCP server providing 44 tools to query 800+ drug targets, 12K+ compounds, 46K+ papers, 18K+ clinical trials, and 16K+ patents.
    44
    Apache 2.0
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    Enables local-first, versioned evidence retrieval from papers without loading the whole library into a conversation, with optional Zotero, writing, fixed-commit code, and experiment record integration returning bounded excerpts and page images.
    5
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    MIT
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    Enables agents to verify claims against a real falsification ledger, querying pre-registered refutation thresholds, recorded verdicts, and verifier drift metrics instead of guessing.
    5
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    An MCP server providing a harness-neutral trading research capability with a durable run lifecycle, supporting stage commit, receipts, pause/resume, cancellation, decision memory, report export, and credential-free fixture-based research workflows for TradingAgents integrations.
    27
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    Apache 2.0
  • F
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    MCP server for BIOVIA Materials Studio 2023 on Windows, providing controlled preparation of Forcite and CASTEP inputs, model building, and LAMMPS/VMD pre-processing with reproducible, auditable workflows and strict scientific boundaries.
    53
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    Enables AI agents to live-scan any public site's tech stack and query a pre-indexed directory of ecommerce vendors, account IDs, and quant signals, all without authentication.
    2
    MIT
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    Provides structured Valorant esports analytics data and metrics through MCP, including match analysis, player profiling, scouting reports, and ad-hoc SQL queries. Enables AI models to generate accurate coaching insights from pre-computed analytics tables.
    Apache 2.0
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    Integrates data labeling workflows with AI IDEs via 12 tools, 6 resources, and 3 prompt templates, enabling LLM-assisted pre-labeling, inter-annotator agreement analysis, and conflict adjudication.
    MIT
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    Enables AI agents to invoke six pre-trade integrity check skills: detect coordinated activity, score market subjects, cross-check claims, and flag disinformation patterns.
    41 npm
    MIT
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    Provides live commercial real estate data (rates, demographics) and analysis tools (DCF, rent roll parsing, lease abstraction, IC memo generation) within Claude Desktop.
    1
    MIT
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    Enables AI agents to perform grounded equity research by analyzing tickers from SEC filings and market data, producing citation-guarded memos with pre-computed fundamentals.
    MIT
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    MCP server for querying Google's Open Source Vulnerabilities (OSV) database. Enables vulnerability lookups by package, version, commit, or ID using natural language via Pipeworx gateway.
    8 npm
    MIT
  • F
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    akta.pro gives AI agents and teams structured access to 20M+ private companies and real-time news signals — entity-resolved, deduplicated, and pay-as-you-go.
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