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    maintenance
    A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.
    66
    Apache 2.0
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    A
    quality
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    Backtest PineScript v6 strategies locally from your AI agent: transpiles Pine to C++ and runs it on the deterministic, TradingView-validated PineForge engine via Docker. Tools for single backtests, parameter-grid sweeps, and Binance OHLCV fetch — no API key, data never leaves your machine.
    11
    97 npm
    7
    MIT
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    license
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    quality
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    A Model Context Protocol server that enables interaction with PostgreSQL databases for analyzing setups, debugging issues, managing schemas, migrating data, and monitoring performance.
    1
    4 npm
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    A server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.
    47
    738 PyPI
    56
    MIT
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    B
    quality
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    maintenance
    econ-r-mcp is a local MCP server plus companion skill for reproducible applied econometrics and statistics workflows powered by headless R execution.
    17
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Local-first MCP server for building and running reproducible Backtrader strategies offline, with tools to inspect datasets, manage drafts, and execute backtests via controlled subprocess runs. It supports multiple hosts including Claude, Codex, OpenCode, and OpenClaw through stdio.
    30
    1
    MIT
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    quality
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    Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.
    7
    2 npm
    1
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.
    1
    40
    MIT
  • F
    license
    B
    quality
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    maintenance
    Enables AI assistants to manage development workflows by running build commands, executing tests, analyzing package.json files, installing dependencies, and performing code linting. Supports multiple package managers (npm, yarn, pnpm) and provides detailed error reporting for development operations.
    5
    -
  • A
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    quality
    A
    maintenance
    Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
    72
    12,704 PyPI
    970
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables easy gRPC requests and Protocol Buffer file information retrieval through natural language commands. Supports unary RPCs with SSL, timeout configuration, and response time statistics.
    3
    7 npm
    1
    Apache 2.0
  • A
    license
    B
    quality
    A
    maintenance
    Provides secure mathematical computation capabilities including expression evaluation, symbolic math (derivatives, simplification), matrix operations, statistics, and unit conversion, with multi-tier acceleration through WebAssembly and WebWorkers for high-performance calculations.
    7
    23 npm
    ISC
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    quality
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    maintenance
    A TypeScript-based MCP server providing a complete interface to the Delve debugger for Go programs, enabling debugging, tracing, and analyzing Go code through natural language commands.
    19
    20
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    A MCP server for LLDB that allows automatic analyzing, debugging and disassembling of native apps.
    113
    BSD 2-Clause "Simplified"
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to interact with QuantConnect's algorithmic trading platform to create projects, write trading strategies, run backtests, perform optimizations, and deploy algorithms to live trading through the QuantConnect API.
    Apache 2.0