# AI developer tools, skills, rules, MCP & LSP > Discover curated AI development skills, rules, MCP servers and LSP tools. Install reviewed toolkits into Codex, Claude Code, Cursor, Copilot and OpenCode. [HTML page](https://m9rco.github.io/awesome-python-dev/) · [Agent guide](https://m9rco.github.io/awesome-python-dev/agents/index.md) · [Discovery index](https://m9rco.github.io/awesome-python-dev/llms.txt) This website describes the repository catalog snapshot, which may contain unreleased entries. It is not a promise that every entry exists in the currently published package. Check `uvx awesome-python-dev list --json` for the catalog available in your installed runtime. GitHub stars and review dates are recorded snapshots, not live rankings. Catalog reviewed: 2026-10-29. [Catalog source](https://github.com/m9rco/awesome-python-dev/blob/239895d3dd1353a48c5b39eee8eb028aadd8ac8f/src/awesome_python_dev/data/catalog.json). OPEN SOURCE. CAREFULLY CURATED. ## Your agent. Better equipped. Skills, rules, MCP and LSP tools from established open-source projects. One command to bring a thoughtful development toolkit to your coding agents. [Build your toolkit ↗](https://m9rco.github.io/awesome-python-dev/getting-started/) [Explore the catalog ↓](https://m9rco.github.io/awesome-python-dev/#catalog) ● ● ●~/your-next-project 01 / A small command. A capable toolkit. ```sh uvx awesome-python-dev init --agents codex,claude --profile starter ``` ✓ Pinned upstream sources✓ Project-local setup✓ Preview & remove 63curated resources 34ready to install 11focused profiles 05coding agents FITS YOUR WORKFLOWCodexClaude CodeCursorVS Code CopilotOpenCode 01 / DISCOVER ### A place for every part of your workflow. Reusable workflows. Clear standards. Connected tools. Every entry traces back to its upstream project. [22 ↗ #### Skills Debugging, testing, security reviews and framework workflows, packaged as project-local skills with reviewed upstream sources. ](https://m9rco.github.io/awesome-python-dev/categories/skill/) [06 ↗ #### Rules Common and language-specific rules for security, coding style, testing and delivery, adapted to each coding agent’s native instruction format. ](https://m9rco.github.io/awesome-python-dev/categories/rules/) [05 ↗ #### MCP servers Pinned MCP recipes for library documentation, browser automation and web content. Your agent starts these servers after configuration. ](https://m9rco.github.io/awesome-python-dev/categories/mcp/) [11 ↗ #### LSP tools Serena connects agents to language-server code intelligence through MCP. Native language servers are also collected here as upstream references. ](https://m9rco.github.io/awesome-python-dev/categories/lsp/) [19 ↗ #### References Established projects for specifications, security, Python tooling and agent development. These entries link to upstream installation guides. ](https://m9rco.github.io/awesome-python-dev/categories/reference/) 02 / ASSEMBLE ### Start with what you’re building. Focused profiles for real projects. Required rule packs are included automatically. [ starter / 5 resources #### Starter ↗ Start with debugging, test-driven development, verification, library documentation and common engineering rules. ](https://m9rco.github.io/awesome-python-dev/profiles/starter/) [ python / 10 resources #### Python ↗ Equip Python projects with testing, packaging, language patterns, documentation and Python engineering rules. ](https://m9rco.github.io/awesome-python-dev/profiles/python/) [ web / 8 resources #### Web ↗ Combine frontend workflows, browser automation, TypeScript rules and a test-first development loop. ](https://m9rco.github.io/awesome-python-dev/profiles/web/) [ engineering / 8 resources #### Engineering ↗ Shape APIs, plan database migrations and deployment, and verify changes with reusable engineering workflows. ](https://m9rco.github.io/awesome-python-dev/profiles/engineering/) [ security / 2 resources #### Security ↗ Add security review guidance and common rules for implementation, testing and delivery. ](https://m9rco.github.io/awesome-python-dev/profiles/security/) [ django / 7 resources #### Django ↗ Use Django architecture and security patterns alongside Python testing, rules and library documentation. ](https://m9rco.github.io/awesome-python-dev/profiles/django/) [ fastapi / 9 resources #### FastAPI ↗ Bring FastAPI rules, API design, security review and Python testing into one project toolkit. ](https://m9rco.github.io/awesome-python-dev/profiles/fastapi/) [ springboot / 7 resources #### Spring Boot ↗ Combine Java rules, Spring Boot patterns, security, API design and database migrations. ](https://m9rco.github.io/awesome-python-dev/profiles/springboot/) [ typescript / 8 resources #### TypeScript ↗ Equip frontend and backend projects with TypeScript rules, Next.js guidance and security reviews. ](https://m9rco.github.io/awesome-python-dev/profiles/typescript/) [ golang / 6 resources #### Go ↗ Apply Go rules and language patterns with API design, security reviews and library documentation. ](https://m9rco.github.io/awesome-python-dev/profiles/golang/) [ lsp / 1 resources #### Code intelligence ↗ Configure Serena’s MCP-to-LSP bridge for symbol-aware navigation and code intelligence. ](https://m9rco.github.io/awesome-python-dev/profiles/lsp/) 03 / THE COLLECTION ### Good tools. Clear provenance. Installable entries have a reviewed recipe. References point to upstream setup. No account or API key needed to browse. 63 resources SkillsInstallable #### [Systematic Debugging](https://m9rco.github.io/awesome-python-dev/tools/systematic-debugging/) Root-cause investigation, reproducible failures, and hypothesis-driven debugging. obra/superpowersMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/systematic-debugging/) SkillsInstallable #### [Test-Driven Development](https://m9rco.github.io/awesome-python-dev/tools/test-driven-development/) A test-first workflow with guidance for meaningful regression tests. obra/superpowersMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/test-driven-development/) SkillsInstallable #### [Verification Before Completion](https://m9rco.github.io/awesome-python-dev/tools/verification-before-completion/) Require fresh verification evidence before claiming a change is complete. obra/superpowersMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/verification-before-completion/) SkillsInstallable #### [Python Testing Patterns](https://m9rco.github.io/awesome-python-dev/tools/python-testing-patterns/) Practical pytest fixtures, parametrization, mocking, async testing, and coverage guidance. wshobson/agentsMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/python-testing-patterns/) SkillsInstallable #### [Python Packaging](https://m9rco.github.io/awesome-python-dev/tools/python-packaging/) Build Python libraries and CLIs with package metadata, wheels, and release workflows. wshobson/agentsMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/python-packaging/) MCP serversInstallable #### [Context7](https://m9rco.github.io/awesome-python-dev/tools/context7/) Retrieve library documentation and version-specific examples for coding tasks. upstash/context7MIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/context7/) MCP serversInstallable #### [Playwright MCP](https://m9rco.github.io/awesome-python-dev/tools/playwright/) Browser inspection and interactive web testing through accessibility snapshots. microsoft/playwright-mcpApache-2.0 [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/playwright/) MCP serversInstallable #### [Fetch MCP](https://m9rco.github.io/awesome-python-dev/tools/fetch/) Retrieve web pages as text/Markdown for documentation and research. modelcontextprotocol/serversApache-2.0 / MIT; docs CC-BY-4.0 [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/fetch/) ReferencesReference #### [GitHub MCP Server](https://m9rco.github.io/awesome-python-dev/tools/github-mcp/) Official GitHub tools for repositories, issues, and pull requests. github/github-mcp-serverMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/github-mcp/) LSP toolsInstallable #### [Serena](https://m9rco.github.io/awesome-python-dev/tools/serena/) Expose semantic code navigation, references, diagnostics, and edits to coding agents through an MCP-to-LSP bridge. oraios/serenaGPL-3.0-or-later (application); MIT (SolidLSP) [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/serena/) ReferencesReference #### [Chrome DevTools MCP](https://m9rco.github.io/awesome-python-dev/tools/chrome-devtools/) Inspect browser performance, network activity, and runtime behavior. ChromeDevTools/chrome-devtools-mcpApache-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/chrome-devtools/) ReferencesReference #### [Sequential Thinking MCP](https://m9rco.github.io/awesome-python-dev/tools/sequential-thinking/) A reference server for structured problem-solving tool calls. modelcontextprotocol/serversApache-2.0 / MIT; docs CC-BY-4.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/sequential-thinking/) ReferencesReference #### [OpenSpec](https://m9rco.github.io/awesome-python-dev/tools/openspec/) Spec-driven change workflows with per-agent skills and initialization. Fission-AI/OpenSpecMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/openspec/) ReferencesReference #### [Spec Kit](https://m9rco.github.io/awesome-python-dev/tools/spec-kit/) Specification, planning, and implementation templates for coding agents. github/spec-kitMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/spec-kit/) ReferencesReference #### [Anthropic Skills](https://m9rco.github.io/awesome-python-dev/tools/anthropic-skills/) Official examples of reusable agent skills and document workflows. anthropics/skillsPer-skill licenses; see upstream [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/anthropic-skills/) ReferencesReference #### [Vercel Agent Skills](https://m9rco.github.io/awesome-python-dev/tools/vercel-agent-skills/) Frontend and deployment-oriented skills maintained by Vercel. vercel-labs/agent-skillsSee upstream and individual skills [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/vercel-agent-skills/) ReferencesReference #### [Skills CLI](https://m9rco.github.io/awesome-python-dev/tools/skills-cli/) Discover and install Agent Skills across supported coding agents. vercel-labs/skillsMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/skills-cli/) ReferencesReference #### [uv](https://m9rco.github.io/awesome-python-dev/tools/uv/) Python environments, dependency management, and isolated tool execution. astral-sh/uvApache-2.0 OR MIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/uv/) LSP toolsReference #### [Ruff](https://m9rco.github.io/awesome-python-dev/tools/ruff/) Python linting, formatting, and the built-in Ruff language server for diagnostics and code actions. astral-sh/ruffMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/ruff/) ReferencesReference #### [pytest](https://m9rco.github.io/awesome-python-dev/tools/pytest/) Python testing with fixtures and a broad plugin ecosystem. pytest-dev/pytestMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/pytest/) ReferencesReference #### [pre-commit](https://m9rco.github.io/awesome-python-dev/tools/pre-commit/) Run configured repository checks before commits. pre-commit/pre-commitMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/pre-commit/) ReferencesReference #### [FastMCP](https://m9rco.github.io/awesome-python-dev/tools/fastmcp/) Build Python MCP servers and clients with a high-level API. jlowin/fastmcpApache-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/fastmcp/) ReferencesReference #### [MCP Python SDK](https://m9rco.github.io/awesome-python-dev/tools/mcp-python-sdk/) Official Python SDK for implementing MCP servers and clients. modelcontextprotocol/python-sdkMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/mcp-python-sdk/) SkillsInstallable #### [Security Review](https://m9rco.github.io/awesome-python-dev/tools/security-review/) Review authentication, authorization, untrusted input, secrets, and sensitive application changes. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/security-review/) SkillsInstallable #### [Coding Standards](https://m9rco.github.io/awesome-python-dev/tools/coding-standards/) Shared naming, readability, error-handling, immutability, and code-quality conventions. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/coding-standards/) SkillsInstallable #### [Python Patterns](https://m9rco.github.io/awesome-python-dev/tools/python-patterns/) Python idioms, type hints, error handling, resource management, and maintainable code structure. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/python-patterns/) SkillsInstallable #### [FastAPI Patterns](https://m9rco.github.io/awesome-python-dev/tools/fastapi-patterns/) FastAPI application structure, Pydantic v2, async dependencies, service layers, and HTTP testing. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/fastapi-patterns/) SkillsInstallable #### [Django Patterns](https://m9rco.github.io/awesome-python-dev/tools/django-patterns/) Django and DRF architecture, ORM access, caching, middleware, and service organization. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/django-patterns/) SkillsInstallable #### [Django Security](https://m9rco.github.io/awesome-python-dev/tools/django-security/) Django authentication, authorization, request protections, and production security settings. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/django-security/) SkillsInstallable #### [Frontend Patterns](https://m9rco.github.io/awesome-python-dev/tools/frontend-patterns/) React and Next.js component composition, state, data fetching, forms, performance, and accessibility. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/frontend-patterns/) SkillsInstallable #### [Next.js and Turbopack](https://m9rco.github.io/awesome-python-dev/tools/nextjs-turbopack/) Next.js 16+ bundler selection, development performance, and middleware-to-proxy migration guidance. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/nextjs-turbopack/) SkillsInstallable #### [Backend Patterns](https://m9rco.github.io/awesome-python-dev/tools/backend-patterns/) Node.js, Express, and Next.js API architecture, data access, caching, and observability. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/backend-patterns/) SkillsInstallable #### [Spring Boot Patterns](https://m9rco.github.io/awesome-python-dev/tools/springboot-patterns/) Spring Boot REST layers, transactional services, repositories, caching, and production defaults. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/springboot-patterns/) SkillsInstallable #### [Spring Boot Security](https://m9rco.github.io/awesome-python-dev/tools/springboot-security/) Spring Security authentication, authorization, validation, secrets, headers, and release checks. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/springboot-security/) SkillsInstallable #### [Go Patterns](https://m9rco.github.io/awesome-python-dev/tools/golang-patterns/) Idiomatic Go errors, interfaces, concurrency, package organization, and resource lifecycle patterns. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/golang-patterns/) SkillsInstallable #### [API Design](https://m9rco.github.io/awesome-python-dev/tools/api-design/) REST resources, HTTP semantics, pagination, versioning, error contracts, and rate limits. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/api-design/) SkillsInstallable #### [Database Migrations](https://m9rco.github.io/awesome-python-dev/tools/database-migrations/) Expand-contract schema changes, safe indexes, batched backfills, and migration-tool workflows. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/database-migrations/) SkillsInstallable #### [Deployment Patterns](https://m9rco.github.io/awesome-python-dev/tools/deployment-patterns/) Deployment strategies, container builds, health checks, CI/CD, rollback, and production readiness. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/deployment-patterns/) RulesInstallable #### [ECC Common Rules](https://m9rco.github.io/awesome-python-dev/tools/ecc-common-rules/) Portable cross-language engineering guidance selected from ECC rules. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/ecc-common-rules/) RulesInstallable #### [ECC Python Rules](https://m9rco.github.io/awesome-python-dev/tools/ecc-python-rules/) Portable python-specific engineering guidance selected from ECC rules. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/ecc-python-rules/) RulesInstallable #### [ECC TypeScript Rules](https://m9rco.github.io/awesome-python-dev/tools/ecc-typescript-rules/) Portable typescript-specific engineering guidance selected from ECC rules. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/ecc-typescript-rules/) RulesInstallable #### [ECC Go Rules](https://m9rco.github.io/awesome-python-dev/tools/ecc-golang-rules/) Portable golang-specific engineering guidance selected from ECC rules. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/ecc-golang-rules/) RulesInstallable #### [ECC Java Rules](https://m9rco.github.io/awesome-python-dev/tools/ecc-java-rules/) Portable java-specific engineering guidance selected from ECC rules. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/ecc-java-rules/) RulesInstallable #### [ECC FastAPI Rules](https://m9rco.github.io/awesome-python-dev/tools/ecc-fastapi-rules/) Portable fastapi-specific engineering guidance selected from ECC rules. affaan-m/ECCMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/ecc-fastapi-rules/) LSP toolsReference #### [Pyright](https://m9rco.github.io/awesome-python-dev/tools/pyright/) Python type checking and language-server support for navigation and diagnostics. microsoft/pyrightMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/pyright/) LSP toolsReference #### [Python LSP Server](https://m9rco.github.io/awesome-python-dev/tools/python-lsp-server/) Jedi-based Python completion and navigation with configurable linting and formatting plugins. python-lsp/python-lsp-serverMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/python-lsp-server/) LSP toolsReference #### [TypeScript Language Server](https://m9rco.github.io/awesome-python-dev/tools/typescript-language-server/) Language Server Protocol wrapper around TypeScript language services for JavaScript and TypeScript. typescript-language-server/typescript-language-serverApache-2.0; MIT portions [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/typescript-language-server/) LSP toolsReference #### [gopls](https://m9rco.github.io/awesome-python-dev/tools/gopls/) Official Go language server providing code navigation, diagnostics, and refactoring. golang/toolsBSD-3-Clause [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/gopls/) LSP toolsReference #### [rust-analyzer](https://m9rco.github.io/awesome-python-dev/tools/rust-analyzer/) Rust language server with code navigation, completion, diagnostics, and assists. rust-lang/rust-analyzerMIT OR Apache-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/rust-analyzer/) LSP toolsReference #### [clangd](https://m9rco.github.io/awesome-python-dev/tools/clangd/) C/C++ language server with completion, cross-references, diagnostics, and refactoring support. clangd/clangdApache-2.0 WITH LLVM-exception [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/clangd/) ReferencesReference #### [Semgrep](https://m9rco.github.io/awesome-python-dev/tools/semgrep/) Rule-based static analysis for security issues and code patterns across multiple languages. semgrep/semgrepLGPL-2.1 (community engine); additional offerings/rules have separate terms [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/semgrep/) ReferencesReference #### [Bandit](https://m9rco.github.io/awesome-python-dev/tools/bandit/) Find common Python security issues through AST-based static analysis. PyCQA/banditApache-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/bandit/) ReferencesReference #### [pip-audit](https://m9rco.github.io/awesome-python-dev/tools/pip-audit/) Audit Python environments and dependency specifications against known vulnerability data. pypa/pip-auditApache-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/pip-audit/) ReferencesReference #### [Gitleaks](https://m9rco.github.io/awesome-python-dev/tools/gitleaks/) Detect committed or working-tree secrets using configurable rules and allowlists. gitleaks/gitleaksMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/gitleaks/) SkillsInstallable #### [Code Review and Quality](https://m9rco.github.io/awesome-python-dev/tools/code-review-and-quality/) Multi-axis review of a diff or pull request across correctness, readability, architecture, security, and performance before merge. addyosmani/agent-skillsMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/code-review-and-quality/) SkillsInstallable #### [Observability and Instrumentation](https://m9rco.github.io/awesome-python-dev/tools/observability-and-instrumentation/) Instrument features with logging, metrics, tracing, and alerting so production behavior is visible and diagnosable. addyosmani/agent-skillsMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/observability-and-instrumentation/) ReferencesReference #### [Hypothesis](https://m9rco.github.io/awesome-python-dev/tools/hypothesis/) Property-based testing for Python that generates inputs and shrinks failing examples. HypothesisWorks/hypothesisMPL-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/hypothesis/) LSP toolsReference #### [ty](https://m9rco.github.io/awesome-python-dev/tools/ty/) Fast Rust-based Python type checker and language server with editor integrations. astral-sh/tyMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/ty/) LSP toolsReference #### [agent-lsp](https://m9rco.github.io/awesome-python-dev/tools/agent-lsp/) MCP server that orchestrates native language servers into batch, refactor, and speculative-edit workflows for coding agents. blackwell-systems/agent-lspMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/agent-lsp/) MCP serversInstallable #### [code-review-graph](https://m9rco.github.io/awesome-python-dev/tools/code-review-graph/) Local Tree-sitter code graph served over MCP for review context, change impact, and affected-test hints. tirth8205/code-review-graphMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/code-review-graph/) MCP serversInstallable #### [MCP Tools Py](https://m9rco.github.io/awesome-python-dev/tools/mcp-tools-py/) Run pylint, pytest, mypy, Ruff, Bandit, formatting, and symbol refactors on one Python project through a scoped MCP server. MarcusJellinghaus/mcp-tools-pyMIT [View setup ↗](https://m9rco.github.io/awesome-python-dev/tools/mcp-tools-py/) ReferencesReference #### [Codebase Memory MCP](https://m9rco.github.io/awesome-python-dev/tools/codebase-memory-mcp/) Local knowledge graph MCP server linking code, documentation, configuration, and infrastructure for navigation and change impact. DeusData/codebase-memory-mcpMIT [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/codebase-memory-mcp/) LSP toolsReference #### [mcpls](https://m9rco.github.io/awesome-python-dev/tools/mcpls/) MCP-to-LSP bridge that runs rust-analyzer, pyright, gopls, and other language servers and exposes 31 code tools to agents. bug-ops/mcplsMIT OR Apache-2.0 [Explore project ↗](https://m9rco.github.io/awesome-python-dev/tools/mcpls/) No matching tools. Try a different keyword or clear the filters. BUILT TO BE UNDERSTOOD ### Know what goes into your project. Skills and rules retain upstream licenses and provenance. MCP recipes pin their versions. Preview with --dry-run, inspect your setup with apd doctor, and remove managed entries with apd remove. [Read the ECC migration notes ↗](https://github.com/m9rco/awesome-python-dev/blob/main/docs/ECC-MIGRATION.md)