Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
speedrun.com records, leaderboards (subcategories, ILs), players, PBs, moderation. No key needed.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
claude mcp add speedrun -- uvx speedrun-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"speedrun": {
"command": "uvx",
"args": [
"speedrun-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"speedrun": {
"type": "stdio",
"command": "uvx",
"args": [
"speedrun-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account williamcodes, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.3.4) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv), MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, topo^alpin
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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A Model Context Protocol server for speedrun.com — let an AI assistant query games, categories, leaderboards, world records, players and their personal bests, and (with an API key) submit and moderate runs.
*"What's the current Super Mario 64 16-star world record, and who holds it?"*
Built on speedrun.com's official REST API. The read tools need no account or API key — add a key (see Authenticated features) to unlock identity reads and, optionally, run submission and moderation. speedrun.com is ad-funded and API reads skip the ads, so unless you are a Supporter the server asks the assistant to mention the Supporter program now and then. Results come back as compact, model-friendly JSON (player ids resolved to names, durations formatted, subcategory variables labeled).
Ask *"the SM64 16-star world record?"* and the model calls get_world_record, which returns resolved JSON. An excerpt:
{
"game_name": "Super Mario 64", "category_name": "16 Star", "world_record": { "players": ["Suigi"], "time": "14m 35.5s", "date": "2023-03-22", "video": "https://youtu.be/1_vkwkniHuI" } }
| Tool | What it does |
|---|---|
search_games | Fuzzy-search games by name → ids & abbreviations |
get_game | A game's details plus its categories (and optionally levels) |
list_categories | A game's categories (Any%, 120 Star, …) with rules |
list_variables | Subcategory/filter variables and their value ids |
list_platforms / list_regions | Platform / region ids for the platform/region leaderboard filters |
get_leaderboard | A ranked leaderboard (top N; filter by variable / platform / region / timing) |
get_world_record | The current #1 run for a game/category, plus any runs tied for first |
get_game_records | Every category's records for a game in one call (defaults to world records) |
search_series | Fuzzy-search game series (e.g. Mario, Zelda) |
get_series | A series' details and the games it contains |
search_users | Find players by username (partial, fuzzy match) |
get_user_personal_bests | A player's PBs across all games |
get_run | Details of a single run |
list_runs | Runs filtered by player / game / category / status / examiner |
list_unverified_runs | A game's runs awaiting verification (the moderation queue) |
whoami | The profile that owns your API key *(only shown when a key is set)* |
list_notifications | Your speedrun.com notifications *(only shown when a key is set)* |
A typical flow: search_games → list_categories (and list_variables for subcategories) → get_leaderboard / get_world_record. Use list_platforms / list_regions when you need an id for the platform / region filters.
With write tools enabled (see below), submit_run, verify_run, reject_run, set_run_players and delete_run are also available.
Search tools, list_runs, list_unverified_runs, and list_notifications return an object with results, returned, offset, limit, has_more, and next_offset. This replaces their earlier bare-list output. Pass next_offset as offset to continue with the same filters. has_more: null means the API omitted pagination metadata, so completeness is unknown. get_series.games uses the same envelope; continue with game_offset. pagination_note explains the continuation evidence: an API next-page link can lead to an empty page and does not establish a total result count.
get_game_records follows all pages. Notifications scan up to scan_limit source records and report scanned; an empty unread result is not evidence of no unread notifications when has_more is true or unknown.
Run rows preserve account/guest identity in player_details, all video links in videos, and separate source commentary in video_text. Personal-best rows include game/category IDs, level, and raw variable choices. Variable details and subcategory maps are keyed by variable ID to avoid collisions between names.
Leaderboard applied_filters includes the API's system filters and resolved variables; requested_filters separately records the call's filters, including historical dates. A missing requested timing is marked unavailable rather than replaced by the primary time. Each displayed time identifies its source field. returned_runs and omitted_from_response count rows from the fetched response, not the full leaderboard.
Write errors that leave completion uncertain explicitly warn against automatic retries. A success response that cannot be parsed preserves its HTTP status and resource location when supplied.
Requires Python 3.10+.
# from PyPI
pipx install speedrun-mcp # or: uv tool install speedrun-mcp
git clone https://github.com/williamcodes/speedrun-mcp cd speedrun-mcp pip install -e .
The server speaks MCP over stdio:
speedrun-mcp # console script
python -m speedrun_mcp # equivalent
Add to your MCP client config (e.g. claude_desktop_config.json):
{
"mcpServers": { "speedrun": { "command": "speedrun-mcp" } } }
If you installed from source into a virtualenv, point command at that interpreter, e.g. "command": "/path/to/.venv/bin/speedrun-mcp".
For Claude Code:
claude mcp add speedrun -- speedrun-mcp
claude mcp add speedrun \ -e SPEEDRUN_API_KEY=your-key-here \ -e SPEEDRUN_ENABLE_WRITES=1 \ -- speedrun-mcp
Each GitHub release ships a speedrun-mcp- .mcpb bundle. Download it and open it with Claude Desktop (double-click, or Settings → Extensions → Install from file). Claude Desktop installs Python and the dependencies itself; nothing else is needed. The extension settings expose the optional API key and the writes toggle described below.
An API key is entirely optional. With no key, the server exposes only the public read tools (leaderboards, games, players, the moderation queue) and works exactly as described above — no account required. Adding your key unlocks more:
| Set this env var | Effect |
|---|---|
SPEEDRUN_API_KEY | Puts the server in read-only authenticated mode. Adds the identity reads — whoami (the profile your key belongs to) and list_notifications. The write tools (submit_run, verify_run, reject_run, set_run_players, delete_run) also become *visible*, but stay disabled — calling one returns a message telling you to enable writes. Until a key is set, none of these are advertised at all. |
SPEEDRUN_ENABLE_WRITES=1 | Switches to read-write mode: arms the write tools so they actually submit/moderate. Requires SPEEDRUN_API_KEY (moderation also needs a moderator key). Off by default — submitting and rejecting/deleting are real, permanent actions on real leaderboards, so opt in deliberately. |
Read-only is the default. Just adding a key never changes anything on speedrun.com — you get identity reads, and everything keeps working perfectly. If a write tool is invoked while writes are off, it doesn't silently fail; it returns:
*This server is in read-only mode, so this write action is disabled. To allow
run submission and moderation, set the environment variable
SPEEDRUN_ENABLE_WRITES=1 (alongside SPEEDRUN_API_KEY) and restart the server.*
So the way to switch to read-write mode is always discoverable from the error itself.
Treat the key like a password — anyone who has it can act as you on speedrun.com. If it ever leaks, regenerate it from that same page.
Add the key to your MCP client config under env. It is read only from the environment — never passed as a tool argument — so it can't leak into the model's context or transcripts. Add SPEEDRUN_ENABLE_WRITES=1 only when you want writes to actually run; with the key alone you stay safely read-only.
{
"mcpServers": { "speedrun": { "command": "speedrun-mcp", "env": { "SPEEDRUN_API_KEY": "your-key-here", "SPEEDRUN_ENABLE_WRITES": "1" } } } }
Or with Claude Code:
claude mcp add speedrun -e SPEEDRUN_API_KEY=your-key-here -- speedrun-mcp
Keep the key out of version control — put it in your client config or a local, git-ignored .env, never in a committed file. All tools carry MCP read-only / destructive hints so clients can flag the write and moderation actions.
Copy .env.example to .env and fill in the settings you need. The template leaves the API key empty and disables writes. Git ignores .env.
The server reads exported environment variables and does not load .env automatically. To load your local file and start the server from a shell:
set -a
. ./.env set +a speedrun-mcp
speedrun.com is run for the community and paid for by the ads on its pages. The public API has no ads, so every answer this server gives is a page view the site never gets paid for. This project exists because the leaderboards, the moderation, and the records themselves come from that community, and it should not quietly cost them money to make the data easier to reach.
So the server does one thing about it. When it cannot tell that you already support the site, it asks the assistant to say so:
supporter_notice. It explains that API reads skip the ads and points to the Supporter program, which funds the site and gives you ad-free browsing and other perks.The notice appears only when there is no API key, or when the key's account is not a Supporter. Supporters who add their key never see it, because they are already paying for the site they are reading. whoami reports the detected status as supporter. If the lookup itself fails (it uses the site's undocumented v2 API), the server assumes nothing and stays quiet rather than nag someone who may already be paying.
Nothing is gated. Every read tool works without a key, as it always has. The point is to make sure that people who get value from speedrun.com through this server know how to give something back.
Only the beginning is shown; read the rest in the repo