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  • F
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    maintenance
    Enables coding agents and developers to detect SemVer 2.0 breaking changes by statically diffing Python AST public API surfaces, catching removed exports, parameter reordering, and other incompatible signature shifts. It returns deterministic refactoring plans and dependency graph metrics without any external pip dependencies.
    7
    -
  • F
    license
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    quality
    B
    maintenance
    Enables autonomous coding agents to audit source-code changes for SemVer 2.0 breaking changes by inspecting AST public API surface diffs, parameter reordering, and removed exports. Produces deterministic refactoring plans and dependency metrics using only the Python standard library.
    7
    -
  • A
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    quality
    C
    maintenance
    Enables AI agents to analyze and diff binaries by driving Ghidra headless or inside its GUI, exposing native reverse-engineering tools such as listing functions and segments, searching strings, decompiling, disassembling, and following cross-references. Ships with a devcontainer and supports local stdio or remote HTTP deployment.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP clients to load eight on-demand coding skills and inspect project repositories through bounded, read-only map, search, read, diff, checks, and style tools. It keeps context lean by loading skill bodies only when needed and limiting repository scan and output sizes.
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Helps AI assistants optimize Linux workloads on Arm64 by parsing perf report output, recommending NEON SIMD intrinsics for hot loops, and auditing Python dependency manifests for arm64 wheel availability — all offline and structured.
    4
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Detects breaking changes in a TypeScript library's public API and recommends the semver bump, comparing two npm releases, git refs or a working tree. Each finding is graded proven or review-only.
    2
    551 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables bug localization by analyzing a repo and bug report with an ant-swarm LLM, returning a HOT/WARM/COLD heatmap and JSON audit trail via MCP.
    1
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Breaking-change diffs for npm packages, served over REST and MCP, so coding agents stop writing code against outdated API knowledge.
    2
    Functional Source , Version 1.1, MIT Future
  • A
    license
    A
    quality
    B
    maintenance
    Enables checking project files like Dockerfile, .nvmrc, and CI workflows to determine whether pinned runtime, database, and OS versions are still supported, providing end-of-life dates, latest patches, and upgrade targets for 470+ products.
    3
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to validate Dockerfiles for build-breaking syntax errors, risky patterns like root users and secrets in ENV/ARG, and cache-order problems, returning every finding with its line and a fix. It also verifies referenced container images against public registries, reporting tag existence, digests to pin, supported platforms, last rebuild time, and end-of-life status with an upgrade tag.
    2
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI coding agents to ground dependency setup, compatibility checks, and major-version migration advice in a project's real runtime, lockfiles, and config files. It parses local project state and npm registry metadata deterministically, then returns tag-pinned install commands, breaking changes, and upgrade steps rather than generic documentation.
    5
    213 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides a memory server for coding agents over MCP, capturing and retrieving the meaning and rationale behind code decisions down to the function level. It enables agents to search product memory, get task context, and propose new memories to avoid re-deriving or re-breaking past decisions.
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    AI-powered dependency vulnerability and breaking change analyzer that scans dependencies, identifies vulnerabilities via OSV.dev, and uses AI to assess real impact and suggest fixes.
    3
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.
    8
    56
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to symbolically execute binaries and solve them mathematically — unflattening OLLVM control flow, using Z3 and angr to derive exact inputs that reach target branches, tracing taint to dangerous sinks, devirtualizing bytecode VMs, and hot-patching live process memory without touching disk.
    20
    1
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. This server enables LLMs to verify Maven dependencies and retrieve their latest versions from Maven Central Repository.
    3
    174 npm
    34
    MIT
  • A
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    quality
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    maintenance
    Enables AI agents to safely upgrade JavaScript and TypeScript projects through dependency analysis, upgrade path detection, breaking change identification, codemod application, and PR summary generation.
    14
    3 npm
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Exposes Klipper and Moonraker capabilities to LLM clients through a typed MCP API of tools, resources, and prompts, enabling offline printer.cfg/include validation, AST-based extras development, assisted log and telemetry diagnostics, and controlled G-code execution with safeguards for dangerous commands. It also provides caching, coalescing, circuit breaking, and token-economy optimizations for resilient, observable operation of the printer stack.
    17
    GPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables coding agents such as Claude Code and Cursor to check a team's learned decisions from pull requests, reviews, and docs before writing code, showing whether breaking them is blocking or advisory. It also provides locally computed symbol impact/blast-radius analysis so source code never leaves the machine.
    79 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that watches upstream API providers for breaking changes, scans your codebase for impact, and drafts migration fixes locally, all offline-first with zero network.
    135 npm
    1
    AGPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to search codebases by meaning using local AI embeddings, manage indexing and caching, switch workspaces, check server status, and look up latest package versions across multiple ecosystems.
    26 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    This server compares two snapshots of a software package to report comprehensive changes across files, dependencies, and exports. It helps developers review package evolutions by detailing differences and identifying potential breaking changes.
    MIT