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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables full-text search for code declarations across multiple languages using SQLite FTS5 and universal ctags, allowing users to search for functions, classes, and other code elements.
    4
    -
  • A
    license
    A
    quality
    C
    maintenance
    Twelve tools combine per-function complexity and branch coverage to rank work and check edited functions against their ceiling. Packets include source, uncovered lines, change-coupled files and near-duplicates. MCP calls can write local caches and metadata; they do not run test suites, edit source or claim work.
    12
    305 PyPI
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes Beam's local, offline risk-scanning tools to any MCP-compatible host, enabling read-only heuristic detection of risky AI agent patterns without executing, blocking, or approving actions.
    5
    584 npm
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Ariadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)
    5
    170 PyPI
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Deterministic navigation maps over code AND markdown for AI agents: one MCP server, two lenses (tree-sitter TS/JS/Python + markdown). Map a whole project, read one function or one doc-section, ~99% less context. Merges codelens + docslens.
    13
    1
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI coding assistants to debug and analyze JavaScript code in web pages through breakpoint debugging, function hooking, network analysis, and runtime inspection of scripts including minified code.
    24
    1,347 npm
    2,962
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables static analysis of Solidity smart contracts using Slither, including contract metadata, function details, inheritance, and security detectors through MCP tools.
    23
    98
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Rarefaction is a Model Context Protocol (MCP) server that gives a coding agent the call graph and code context for one symbol straight from the project's language server (Language Server Protocol, LSP). Ask about a function, method or type and get, in one call: its signature and doc, its body, who calls it (tests marked), what it calls, who implements it, the tests that reach it and the short list
    3
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables semantic and keyword search over a local codebase by chunking source files along function and class boundaries, embedding them offline, and fusing vector and BM25 results. Runs entirely on your machine in a single SQLite file, so AI coding agents can find relevant code with no API keys, telemetry, or cloud calls.
    7
    13 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server integrating Rizin reverse engineering, RzGhidra decompiler, and capa for binary analysis, enabling LLMs to open binaries, identify capabilities, extract function addresses, and decompile to C pseudocode.
    10
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to run read-only static reverse-engineering tasks — binary triage, symbol and import inventory, per-function decompilation, and Android native-lib analysis — with untrusted samples confined to a no-network bubblewrap chamber that never executes the target.
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A deterministic symbol oracle over a locally built index of the repository: whether a symbol exists, what a file declares, and what changed structurally since the last snapshot. It also ships a PreToolUse guard that stops an Edit/Write referencing a function, constant or type the repo does not declare, before the write lands rather than after the build fails. No LLM, no API keys, no network, no l
    6
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to analyze similarities and differences between files. Users can perform automated function analysis to identify changed functions and compare original binaries against patched versions.
    1
    2
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  • A
    license
    A
    quality
    B
    maintenance
    Enables coding agents to index AscendC operators into a committed .uo graph and answer structural queries about Host, TilingKey, TilingData, and Kernel components via MCP.
    5
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for DeepSeek AI models (Chat + Reasoner). Supports multi-turn sessions, model fallback with circuit breaker, function calling, thinking mode, JSON output, multimodal input, and cost tracking.
    3
    690 npm
    26
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides compiler-grade TypeScript symbol renaming and file/directory move planning through the TypeScript Language Service, returning structured edit plans without modifying files.
    3
    17 npm
    MIT