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GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph Show HN: Continuity-auth – Respect-weighted rate limits for the open web GitHub - luml-ai/luml: AI lifecycle platform where engineers and agents track experiments, train models, and ship to production. GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - harshaneel/humanize: Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature. GitHub - StackOneHQ/stack-nudge GitHub - nodes-app/swift-markdown-engine: A native AppKit Markdown editor for macOS, built on TextKit 2 and bridged to SwiftUI. We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. WAR.GOV/UFO Microfilm5 GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - ruvnet/RuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - MarcellM01/TinySearch: Shrink the web for your local LLMs! GitHub - pileax-ai/pileax: PileaX is an all-in-one AI knowledge base system. 🍀 GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - DO-SAY-GO/freelang: I love freelang GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - tommyjepsen/awesome-ux-skills: UX & AI Product designs skills you can use today in Claude Code GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - kklimuk/docx-cli: CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - matisiekpl/neond: DX-focused control plane for Postgres dedicated to non-critical workloads. Your postgres:latest replacement 🐘 GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - michaelaz774/decision-engine: A decision operating system for startup founders, powered by Claude Code. Synthesizes wisdom from 25+ legendary founders and investors into interactive AI-driven decision frameworks. GitHub - Chrilleweb/dotenv-diff: Validate environment variable usage in your codebase GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. GitHub - skorotkiewicz/rudo: A small, elegant dock for Wayland GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. make sidebar/address bar rounded corner toggleable
GitHub - tree-sitter-perl/perl-lsp: perl-lsp — a fast Perl language server in Rust with cross-file type inference, completion, goto-def, and rename. Built on tree-sitter-perl and tower-lsp.
rabbiveesh · 2026-06-23 · via Show HN

A Perl language server with deep semantic intelligence. Built on tree-sitter-perl and tower-lsp.

crates.io CI VS Code License

perl-lsp: cross-file type inference, completion, goto-def and rename

Hover infers $acct is an Account through the imported make_account(); goto-def jumps into Bank.pm; completion lists the class's methods; renaming the accessor cascades across files. (demo/)

Install

Editor Setup

VS Code

Install Perl (perl-lsp) from the Marketplace (or search perl-lsp in the Extensions view). The extension fetches the matching perl-lsp binary automatically — no separate cargo install needed. To point it at your own build instead, set perl-lsp.path in settings.

The cargo install above is only needed for the other editors below, or if you prefer to manage the binary yourself.

Neovim (0.11+)

vim.lsp.config["perl-lsp"] = {
  cmd = { "perl-lsp" },
  filetypes = { "perl" },
  root_markers = { "cpanfile", "Makefile.PL", "Build.PL", ".git" },
}
vim.lsp.enable("perl-lsp")

Neovim (0.10 or earlier)

vim.api.nvim_create_autocmd("FileType", {
  pattern = "perl",
  callback = function()
    vim.lsp.start({
      name = "perl-lsp",
      cmd = { "perl-lsp" },
      root_dir = vim.fs.root(0, { "cpanfile", "Makefile.PL", "Build.PL", ".git" }),
    })
  end,
})

Helix

Add to ~/.config/helix/languages.toml:

[language-server.perl-lsp]
command = "perl-lsp"

[[language]]
name = "perl"
language-servers = ["perl-lsp"]

Emacs (eglot)

(add-to-list 'eglot-server-programs '(perl-mode . ("perl-lsp")))

Claude Code

perl-lsp is published to the Piebald LSP marketplace, giving Claude Code real-time Perl intelligence (type inference, navigation, framework awareness). With perl-lsp on your PATH, add the marketplace and install the plugin:

/plugin marketplace add Piebald-AI/claude-code-lsps
/plugin install perl-lsp@claude-code-lsps

The server starts automatically when you open a Perl file. The plugin is configuration only — it speaks to the perl-lsp you installed above and downloads nothing on its own.

Semantic Token Colors (Neovim)

perl-lsp emits rich semantic tokens. Add these to your config for the best experience:

vim.api.nvim_set_hl(0, "@lsp.type.macro.perl", { link = "Keyword" })      -- has, with, extends
vim.api.nvim_set_hl(0, "@lsp.type.property.perl", { link = "Identifier" }) -- hash keys
vim.api.nvim_set_hl(0, "@lsp.type.namespace.perl", { link = "Type" })     -- Foo::Bar
vim.api.nvim_set_hl(0, "@lsp.type.parameter.perl", { link = "Special" })  -- sub params
vim.api.nvim_set_hl(0, "@lsp.type.keyword.perl", { link = "Constant" })   -- $self/$class
vim.api.nvim_set_hl(0, "@lsp.mod.scalar.perl", { fg = "#61afef" })        -- $ blue
vim.api.nvim_set_hl(0, "@lsp.mod.array.perl", { fg = "#c678dd" })         -- @ purple
vim.api.nvim_set_hl(0, "@lsp.mod.hash.perl", { fg = "#e5c07b" })          -- % gold
vim.api.nvim_set_hl(0, "@lsp.mod.modification.perl", { fg = "#e06c75" })  -- writes in red
vim.api.nvim_set_hl(0, "@lsp.mod.declaration.perl", { bold = true })
vim.api.nvim_set_hl(0, "@lsp.mod.readonly.perl", { italic = true })
vim.api.nvim_set_hl(0, "@lsp.mod.defaultLibrary.perl", { italic = true }) -- imported functions

Features

Type Inference

No annotations needed. perl-lsp infers types from how your code uses values:

  • Foo->new()$obj is ClassName(Foo)
  • $obj->{key}$obj is HashRef
  • $x + 1$x is Numeric
  • Method chains propagate: $self->get_config()->{host} resolves through return types
  • Cross-file: return types and parameter types flow across module boundaries

Framework Intelligence

Framework What perl-lsp understands
Moo/Moose has accessor synthesis with is/isa type mapping, getter/setter arity, extends/with for inheritance and roles
Mojo::Base Accessor synthesis with default value type inference, fluent setter chaining, parent class detection
DBIC add_columns column accessors, has_many/belongs_to/has_one relationship accessors, load_components mixin resolution
Perl 5.38 class field with :param/:reader/:writer, :isa(Parent), :does(Role), implicit $self

Framework DSL keywords (has, with, extends, around, etc.) are recognized and won't trigger unresolved-function diagnostics.

Constant Folding + Dynamic Dispatch

my $method = "get_$field";
$self->$method();          # goto-def works — resolves through the constant

perl-lsp folds use constant, package-scope variables, string interpolation, and loop variables. Dynamic method calls via $self->$var() resolve to their targets.

Cross-File Intelligence

  • Module resolution from @INC + cpanfile dependencies
  • Auto-discovers lib/ and local/lib/perl5/ relative to workspace root — no PERL5LIB needed for standard project layouts (cpm, carton, plain lib/)
  • Inheritance chain walking (DFS, roles, mixins, load_components)
  • Return type and parameter type propagation across files
  • Cross-file rename: 289 edits across 56 files in Mojolicious in <1 second
  • SQLite cache for instant repeat resolution
  • Workspace indexing via Rayon: 274-file Mojolicious in 204ms

Module Discovery

perl-lsp finds your modules automatically:

  1. lib/ and local/lib/perl5/ in your project root (auto-discovered)
  2. @INC from your Perl installation (via perl -e 'print join "\n", @INC')
  3. PERL5LIB if set in your environment
  4. cpanfile dependencies pre-resolved at startup

For non-standard layouts, set PERL5LIB before launching your editor:

PERL5LIB=./my-libs/perl5 nvim lib/MyApp.pm

LSP Capabilities

Capability Highlights
Completion Variables, methods (type-inferred), hash keys, auto-import, module names on use lines, import lists in qw()
Go-to-definition Scope-aware variables, cross-file methods via inheritance, hash keys through expression chains
Find references Scope-aware variables, cross-file functions/methods/packages
Rename Variables (scope-aware), functions/methods/packages (cross-file via workspace index)
Hover Types, POD docs (tree-sitter-pod AST), signatures, class provenance
Signature help Parameter names with inferred types, cross-file parameter types
Semantic tokens 10 types (variable, parameter, $self, function, method, macro, property, namespace, regexp, constant), 9 modifiers
Inlay hints Variable type annotations, sub return types
Diagnostics Unresolved function/method hints with framework awareness (low-severity by design — dynamic Perl is common)
Code actions Auto-import for unresolved functions
Workspace symbol Search across all indexed project files
Document symbols Nested outline with packages, subs, classes, fields
Formatting perltidy (full document + range)
Highlights Read/write distinction
Selection range Tree-sitter node hierarchy
Folding Blocks, subs, classes, POD
Linked editing Simultaneous editing of references in scope

POD Documentation

POD is rendered via tree-sitter-pod — proper AST walk, not regex. Handles nested lists, =begin/=end data regions, multi-angle-bracket formatting (C<<< $hash->{key} >>>), bold-italic nesting, L<> links to metacpan, and =item-based method documentation.

CLI Tools

perl-lsp doubles as a command-line analysis toolkit:

# Batch diagnostics (CI-ready — resolves imports, uses SQLite cache)
perl-lsp --check [<root>] [--severity error|warning] [--format json|human]

# Code exploration
perl-lsp --outline <file>
perl-lsp --hover [<root>] <file> <line> <col>   # <root> enables cross-file hover
perl-lsp --type-at <file> <line> <col>
perl-lsp --definition <root> <file> <line> <col>
perl-lsp --references <root> <file> <line> <col>

# Refactoring
perl-lsp --rename <root> <file> <line> <col> <new_name>
perl-lsp --workspace-symbol <root> <query>

--check resolves modules from @INC, uses the per-project SQLite cache, and exits with code 1 if issues are found. Integrate into CI with:

perl-lsp --check . --severity warning

Plugins

Framework intelligence (Mojolicious, Minion, …) ships as bundled Rhai plugins. You can add your own: drop any *.rhai file into your project's .perl-lsp/ directory — auto-discovered at the workspace root, no configuration needed — and restart the server. For a personal collection you want loaded across every project, point $PERL_LSP_PLUGIN_DIR at it instead; both directories are searched. Plugin sources are fingerprinted, so editing one invalidates the cross-file cache automatically.

Generating a plugin for an Import::Base kit

Most Perl shops centralize their import boilerplate behind a kit (use Co::Base -Class;). perl-gen/ is a Perl script that reads such a kit's @IMPORT_MODULES / %IMPORT_BUNDLES tables and emits a ready-to-commit .rhai plugin so the LSP understands what the kit imports:

perl-gen/bin/perl-lsp-gen-importbase Co::Base::Local \
  --lib /path/to/project/lib \
  --alias Co::Base \
  --out "$PERL_LSP_PLUGIN_DIR/co-base.rhai"

See perl-gen/README.md for full usage and docs/adr/importbase-plugin-gen.md for the design rationale.

Building from Source

git clone https://github.com/tree-sitter-perl/perl-lsp
cd perl-lsp
cargo build --release

Testing

cargo test                                    # 900+ unit tests
cargo build --release && ./e2e/run.sh         # 10 nvim-driven e2e suites (requires nvim)

License

MIT