Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
Sh MCP
Overview
Description from the maker (original English)
Give your AI deep fundamentals on US public companies — metrics, segments, peers. Free.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://api.opencapital.sh/mcpRun this in your terminal
claude mcp add --transport http opencapital https://api.opencapital.sh/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"opencapital": {
"url": "https://api.opencapital.sh/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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"opencapital": {
"type": "http",
"url": "https://api.opencapital.sh/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.
ChatGPT connects only to servers on the internet:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://api.opencapital.sh/mcpMenu names can differ slightly by plan and over time.
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.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
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 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain opencapital.sh (the registry checks domain ownership)
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32718 servers in this category
- Published to the registry more recently than 15% of the other 32718 servers in this category
- Basic checks equal to or better than 100% of the other 32718 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Sh MCP safe?
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.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 4 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, MemberVault MCP by usefulapi
Alternatives
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
Remote Desktop Commander
by desktop-commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated 2 days ago
Install
MemberVault MCP by usefulapi
by m190
List courses; add users to courses, remove course access or delete users in MemberVault.
Runs in the cloudUpdated today
Install
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
OpenCapital MCP Server
Every US public company, sourced from SEC filings — now available to your AI assistant.
OpenCapital is a hosted Model Context Protocol (MCP) server that gives Claude, ChatGPT, Cursor, Codex, and any other MCP-capable client read-only access to what every US public company actually reports — fundamentals, segment breakdowns, peer comparisons, and earnings for thousands of US-listed equities (common shares and ADRs), all derived directly from SEC filings.
You don't run anything. The server is hosted on OpenCapital's infrastructure. You add one URL to your client, sign in once, and start asking.
https://api.opencapital.sh/mcp- Transport: Streamable HTTP (remote MCP server)
- Auth: OAuth 2.0 — sign in with Google, grant read-only access
- Free tier: 100 queries/day, no credit card. Paid plans remove the cap.
- Data: Fundamentals, segments, and earnings derived from US SEC filings (10-K, 10-Q, 8-K), read live
The data is free, the workflow is paid. Every metric, segment, quarter, and filing reference is free to query. OpenCapital is an independent project — not affiliated with the SEC.
Quick connect
Pick your client below, or see the full step-by-step guides at [opencapital.sh/connect-ai](https://opencapital.sh/connect-ai).
Claude (claude.ai / Claude Desktop)
- Customize → Connectors → Add custom connector
- Name it
OpenCapital, pastehttps://api.opencapital.sh/mcp - Click Connect and authorize read-only access
Full guide: opencapital.sh/connect-ai/claude
Claude Code
claude mcp add --transport http opencapital https://api.opencapital.sh/mcpAdd --scope user to make it available in every project. Then run /mcp inside a session, select opencapital, and choose Authenticate.
Full guide: opencapital.sh/connect-ai/claude-code
ChatGPT (Plus / Team / Enterprise)
- Settings → Apps → Advanced settings → enable Developer mode
- Create app, name it
OpenCapital, paste the URL, select OAuth - Authorize read-only access
Full guide: opencapital.sh/connect-ai/chatgpt
Cursor
Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project):
{"mcpServers": { "opencapital": { "url": "https://api.opencapital.sh/mcp" } } }
Then enable the server under Cursor Settings → Tools & MCP → Connect.
Full guide: opencapital.sh/connect-ai/cursor
Codex / Codex CLI
codex mcp add opencapital --url https://api.opencapital.sh/mcpcodex mcp login opencapital
Or add to ~/.codex/config.toml:
[mcp_servers.opencapital]url = "https://api.opencapital.sh/mcp"
Full guides: codex · codex-cli
Any other MCP client
Add a remote / custom MCP server over the Streamable HTTP transport, pointing at https://api.opencapital.sh/mcp. Most clients also accept the mcpServers JSON shape shown in the Cursor section above. The first call opens your browser to sign in and approve read-only access.
Full guide: opencapital.sh/connect-ai/other
What you can ask
The server ships with 14 read-only tools. You rarely call them by name — just ask in natural language and your client picks the right one.
| Tool | What it does |
|---|---|
stock_screener | Find and filter companies (sector, market cap, P/E, growth, FCF…). One row per company. |
stock_screener_filter_values | List valid values for a stock filter field (e.g. count of stocks per sector). |
metric_screener | Search financial metrics across companies. One row per (company × metric), with latest value, YoY/QoQ, and TTM change. |
metric_screener_filter_values | List valid values for a metric filter field. |
metric_detail | Definition, plain-language meaning, signal interpretation, parent/standard metric, and similar metrics across peers. |
metric_time_series | Full quarterly / annual / TTM history for one or more metrics on a single ticker. |
peer_time_series | One metric across up to 10 tickers — head-to-head peer comparisons. |
segment_time_series | Segment disaggregation (product, business, geography) for a line item, with history per segment. |
business_overview | What a company does, from its latest 10-K Item 1: segments, value chain, partnerships, named competitors. |
business_competitors | Ranked peer list — competitors named in filings, reverse mentions, and embedding-similar businesses. |
filing_text_search | Semantic + keyword search over the narrative prose of SEC filings (MD&A, risk factors, footnotes) — ranked passages with EDGAR links and cross-referenced metrics. |
portfolio_holdings | Your linked brokerage holdings, aggregated by ticker with weights and P&L. *(requires sign-in + linked account)* |
get_watchlist | Your watchlist with company metadata and nearest earnings event. *(requires sign-in)* |
update_watchlist | Add or remove tickers from your watchlist. *(requires sign-in)* |
Example prompts
- *"What's Uber's Mobility take rate over the last 8 quarters?"*
- *"How does Airbnb's ADR compare across regions?"*
- *"Show me DoorDash Marketplace GOV every quarter since IPO."*
- *"Compare cloud revenue across AWS, Azure, GCP, and Oracle."*
- *"Find me 10 large-caps growing revenue over 20% with positive free cash flow and a P/E under 30."*
- *"Before Nvidia reports, summarize what their suppliers, hyperscaler customers, and competitors said in their last filings."*
More in examples/prompts.md.
Read-only by design
The OpenCapital MCP server only exposes read-only stock research data — fundamentals, segments, and earnings derived from public SEC filings. Your assistant cannot place trades or modify any account state. The watchlist tools are the only write surface, and they only edit your own OpenCapital watchlist.
Privacy & terms
OAuth grants your AI client read-only access to OpenCapital's public stock research index (and, if you choose, your own watchlist and linked-brokerage holdings). See the Terms of Service and Privacy Policy.
License
The configuration snippets and documentation in this repository are MIT-licensed.
The OpenCapital MCP service they connect to is a hosted service governed by its Terms of Service — your use of the service, including the free tier, is subject to those terms, not this license. This repository does not contain the server's source code.
Links
- Website — opencapital.sh
- Connect guides — opencapital.sh/connect-ai
- Model Context Protocol — modelcontextprotocol.io