Đây là Học máy dành cho người mới bắt đầu, một chương trình học toàn diện kéo dài 12 tuần với 26 bài học, bao gồm các khái niệm học máy cổ điển sử dụng Python (chủ yếu với Scikit-learn) và R. Kho lưu trữ được thiết kế như một tài nguyên học tập tự học với các dự án thực hành, bài kiểm tra và bài tập. Mỗi bài học khám phá các khái niệm học máy thông qua…
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This repository holds the official Model Context Protocol reference servers: seven standalone packages under src/, four in TypeScript (published to npm) and three in Python (published to PyPI). They are…
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gh recipes for the Servers V2 project board (#43): add an issue's card, move its Status, set or change its Priority, delete a card, and recover from a deleted single-select option. Use when moving a card between columns; when setting Status or Priority; when an option ID is rejected; before editing a board field's options; or when cards lost their Status or Priority.
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Drive a locally built server with a real client: the Inspector CLI (scripted), the Inspector web UI (through Playwright) and an LLM client. Use when smoke-testing a server change; when calling a tool, reading a resource or getting a prompt from the command line; when choosing a protocol era; or when the Inspector CLI will not connect to, or misreads, a server command.
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Create a tracked issue in this repo end to end — duplicate check, v2 label, type label, server-scope label, milestone, board card, Status and Priority. Use when asked to file, create, open or raise an issue; when picking its labels or its milestone; when checking whether one already exists; or when work discovered mid-task needs an issue of its own.
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Triage this repo's inflow — sweep unboarded issues onto the Servers V2 board (#43) as Incoming, score Priority with the rubric and post the score, classify outside PRs and spam (server listings, new servers, duplicates, no-ops) and close them with their canned comments, and run the board audit. Use for \"triage new issues\" or \"triage the PRs\"; when scoring an issue's Priority; when answering or closing an outside PR; or when auditing the board for drift.
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Install, build and run a server from this checkout. Use when starting a server locally over stdio, SSE or Streamable HTTP; when pointing npx, uvx or an MCP client config at the local build; when a running server still shows old code, or dist is missing; when setting up a git worktree; or when adding an overrides pin.
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Run this repo's pre-push gate and fix it when it goes red. Use when npm run local:gate fails or a stage of it does (verify:install-fresh, a root guard, lint, typecheck, ruff, pyright, pytest, verify:skills:cli, the boot smoke); when the gate says it is waiting on the gate lease; or when checking whether a gate run really passed.
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Model Context ProtocolDeletes or force-pushesSkill
Take an issue through to a PR in this repo and close it out after merge. Use when asked to open, create or submit a PR; when naming a branch; when signing off commits or repairing a missing Signed-off-by; when recording client evidence for a PR; when requesting a Copilot review, answering its comments or deciding whether to run another round; or when closing out after a merge.
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Find where code lives in this repo's seven servers and decide where a new file goes. Use when choosing the file or directory for a new tool, resource, prompt, transport, helper module, command-line flag or root script; when a server's layout is unclear; or when asking whether code belongs in a server's entry file or a module of its own.
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Model Context ProtocolDeletes or force-pushesSkill
Cut a milestone release: the release issue, the preparation PRs on v2/main (audit, changesets Version Packages, Python CalVer), the pure v2/main to main merge PR with its release ledger, then the GitHub Release a maintainer publishes.
Take a privately reported vulnerability through this repo's security advisory flow: board it as a draft card, check whether the code is this repo's server or the SDK underneath, accept or reject, fix it in the private fork, release, publish, then turn the card into public tracking. Use when a vulnerability is reported privately; when deciding whether an advisory is ours to fix or belongs to an SDK; when looking up or creating its private fork; when answering a reporter; or when a GHSA-titled board card needs handling.
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Write, place and run tests for a server in this repo. Use when choosing between driving the server through an MCP client and calling its functions directly; when writing a protocol-level test for a TypeScript or Python server; when choosing the command that runs one suite or a coverage report; or when a test is skipped or passes against a stale build.
The repo-wide TypeScript, naming and MCP rules are in the root AGENTS.md, which is loaded in every session. This file holds only what is specific to this server, and is…
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- Read CONTRIBUTING.md for guidelines on how to run tools - ALWAYS ensure that new tests use the same style as existing tests for all parts of the test - ALWAYS check whether the behavior of a new test is already covered by an existing test - DO NOT run integration test scenarios in loops or share their snapshots with insta::allow_duplicates!. Write explicit command invocations and snapshots; use separate named tests for independent scenarios - DO NOT repeat integration tests…
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When given an issue instead of a run, find the related issue-triage run first. Resolve the issue title and number, then match the run display title: Use the newest matching run. An issue-triage run can contain both the triage and bug-reproduction threads. Also check for directly dispatched bug-reproduction runs; their display title does not include the issue title. If the issue title changed or a run was manually dispatched, list recent candidates and confirm them from their logs: When given…
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Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
MicrosoftDeletes or force-pushesAGENTS.md
