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  • A
    license
    A
    quality
    B
    maintenance
    Exposes a focused widget workflow for agents, enabling search, inspect, install, create, validate, checkin, and configuration of Cartograph widgets without mirroring the full CLI.
    10
    50 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Maps a local Python repository into an AST-backed symbol graph and performs verified multi-file refactors, enabling scope-aware renaming, moving, and deletion of symbols with safety checks.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Cartograph is an MCP server that provides agent-native code intelligence by building a queryable code graph from a repository using tree-sitter and SQLite. It offers tools for symbol lookup, call graph traversal, blast radius analysis, and architecture overview to help coding agents answer structural questions about code.
    10
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides native MCP tools for quantitative-finance and risk-modeling workflows, enabling computation of option Greeks, simulation of geometric Brownian motion asset-price paths, historical/parametric VaR and CVaR estimates, bond duration/convexity metrics, and Nelson-Siegel yield-curve interpolation using only Python's standard library.
    7
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables mathematical proof exploration and verification over MCP, where each result includes a certificate that can be checked independently without trusting the solver.
    874 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides a suite of tools for running Cargo commands and interacting with Rust projects through AI agents. It enables automated builds, testing, linting, and documentation generation directly from any MCP-compatible client.
    2
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    A read-only, OAuth 2.1-authenticated MCP server that lets Claude inspect the live state of a self-hosted server — system resources, containers, service and website health, n8n automations, video jobs, backups, repositories, error summaries, a component design system, uptime monitoring, and its own audit trail. All twenty-one tools are strictly observation-only, with no shell, file browser, SQL console, or Docker socket, so nothing can be started, stopped, deployed, or deleted.
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