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"Coding in Python and R" matching MCP servers:

  • turbocontext

    e-x-h-i-b-i-t
    A
    license
    A
    quality
    C
    maintenance
    Enables AI coding agents to intelligently index and search codebases with sub-20ms retrieval, 8x memory compression, and cross-encoder reranking via MCP stdio.
    5
    MIT

  • re-speakeasy

    Heretek-RE
    A
    license
    A
    quality
    F
    maintenance
    MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a .exe in a Wine-like sandbox and returns a structured API trace.
    3
    MIT

  • ropey

    andrewesweet
    A
    license
    A
    quality
    B
    maintenance
    Enables coding agents to perform safe, project-wide Python refactoring (rename, move, extract, inline, change signature, organize imports, etc.) with a dry-run safety contract and LSP-coordinate addressing.
    15
    MIT
  • corbat by corbat-tech

    corbatofficial

    corbat-tech
    A
    license
    A
    quality
    B
    maintenance
    Policy and quality engine for AI coding agents that enforces team coding standards and provides validation gates for agent-assisted software delivery.
    7
    53
    4
    MIT

  • re-leak-scan

    Heretek-RE
    A
    license
    A
    quality
    C
    maintenance
    MCP server for detecting publisher telemetry pipeline leaks in binary artifacts by scanning for sensitive strings like Sentry DSNs, Slack tokens, and AWS keys.
    6
    MIT

  • CodeQL LSP MCP Server

    flyfei-cmd
    A
    license
    A
    quality
    C
    maintenance
    Provides CodeQL language intelligence to AI agents via MCP, enabling completions, hover, definitions, references, diagnostics, formatting, and in-memory file updates for QL code.
    7
    MIT

  • CodeScope

    Ibadat-Ali86
    A
    license
    A
    quality
    B
    maintenance
    A local-first MCP preflight system to help AI inspect Python repositories before generating code, enabling reuse, extend, or create decisions. Currently in early development with only foundational modules implemented.
    4
    MIT

  • bleurs

    Anandb71
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Python API verification and projection, enabling AI coding agents to detect non-existent APIs and retrieve exact API surfaces before writing code.
    3
    MIT

  • ai-r

    pro-target
    A
    license
    A
    quality
    B
    maintenance
    Provides a read-only interface to audit and continue coding agent sessions by extracting plans, intents, and edit authorship from history across multiple agents (Claude, Codex, OpenCode, Antigravity, Pi) via MCP, CLI, and Python SDK.
    18
    3
    MIT

  • Orcho MCP Server

    guardd
    A
    license
    A
    quality
    D
    maintenance
    Provides real-time security risk assessment for AI coding prompts, analyzing potential dangers, blast radius, and complexity before code execution in Cursor.
    1
    9
    MIT

  • wemake-python-mcp

    guff192
    A
    license
    A
    quality
    B
    maintenance
    MCP server providing automated code linting, rule explanations, and configuration templates for wemake-python-styleguide, with structured violation reports and offline rule database.
    5
    MIT

  • Smart Coding MCP

    omar-haris
    A
    license
    A
    quality
    D
    maintenance
    Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.
    6
    36
    199
    MIT

  • Pinion

    namojo
    A
    license
    A
    quality
    C
    maintenance
    AI-powered characterization test generator that reads Python functions or class methods, synthesizes inputs, captures behavior in a sandbox, and emits pytest files to lock legacy code behavior for safe refactoring.
    4
    Apache 2.0