Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.
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.
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Works in Claude on the web, desktop and mobile:
https://mcp.ko.io/mcpRun this in your terminal
claude mcp add --transport http ko https://mcp.ko.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ko": {
"url": "https://mcp.ko.io/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": {
"ko": {
"type": "http",
"url": "https://mcp.ko.io/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:
https://mcp.ko.io/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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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
The registry name was verified with the GitHub account SharpLu, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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.
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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.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 4 months ago.
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.
In the same category: Spec Driven Development, Remote Desktop Commander, ProAgentStore
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
MCP-first control plane for ProAgentStore agents and private instances.
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One command connects Claude, Cursor, Windsurf, Zed, Codex, and any MCP client to 100M+ source-traced SEC records. Every answer traces to a real filing.
Website · Docs · MCP Setup · Get a free key · Pricing
In an AI agent (MCP) — works instantly, no key needed:
claude mcp add ko-sec-data --transport http https://mcp.ko.io/mcp
Then ask: *"who is buying NVDA?"*, *"what did Congress trade last month?"*, *"which institutions hold spot BTC ETFs?"* — the agent calls real tools and cites real filings.
Over REST — keyless demo mode:
curl "https://api.ko.io/api/v1/institutions?search=berkshire&demo=true"
In Python:
pip install ko-edgar
from ko_edgar import KoClient
ko = KoClient() # demo mode; KoClient(api_key="ko_live_...") for your quota for h in ko.stocks.holders("NVDA"): print(h["name"], h["holding_value"], h["action"])
In TypeScript:
npm install @ko-io/sdk
import { KoClient } from "@ko-io/sdk";
const ko = new KoClient(); // or { apiKey: "ko_live_..." } const { rows } = await ko.congress.trades({ sort: "recent" });
Free keys are 200 calls/day, forever, no credit card → ko.io/console.
Browse the documentation index for setup guides, package docs, and contributor workflows.
| Directory | What it is |
|---|---|
server/ | The hosted MCP server (mcp.ko.io) — Cloudflare Worker, 32 tools, deployed from this repo |
docs/clients/ | Verified setup guides for every MCP client |
python/ | ko-edgar — official Python SDK (sync + async, typed) |
typescript/sdk/ | @ko-io/sdk — official TypeScript SDK (Node 18+, browsers, edge) |
typescript/mcp-proxy/ | @ko-io/mcp-sec-data — stdio bridge for clients without remote-HTTP MCP support |
cookbook/ | 10 runnable answers to real investing questions |
llms.txt | Machine-readable map of every tool and endpoint |
The MCP server in server/ is the exact code running at https://mcp.ko.io/mcp — every push to main that touches server/ deploys it. You can also self-host it on your own Cloudflare account (cd server, drop the routes block in wrangler.toml — it is pinned to the ko.io zone — then npx wrangler deploy); it proxies to api.ko.io with your API key, so your quota and plan follow you. The data pipelines behind the API run as a managed service (dual-region, 3-replica ClickHouse, 27 pipelines refreshing on each source's publication schedule).
Note: all three client packages are published —
ko-edgaron PyPI, and
@ko-io/sdkand@ko-io/mcp-sec-dataon npm. The hosted MCP endpoint and
REST API work today.
| Client | Guide | One-liner |
|---|---|---|
| Claude Code | guide | claude mcp add ko-sec-data --transport http https://mcp.ko.io/mcp |
| Claude Desktop | guide | remote HTTP config or npx -y @ko-io/mcp-sec-data |
| Cursor | guide | ~/.cursor/mcp.json |
| Windsurf | guide | Cascade → MCP |
| Zed | guide | context_servers in settings |
| OpenAI Codex | guide | codex mcp add ko-sec-data --url https://mcp.ko.io/mcp |
| ChatGPT / Gemini / Grok | guide | REST API / Custom GPT Actions |
To use your own quota in any client, append ?api_key=YOUR_KEY to the server URL, or send Authorization: Bearer YOUR_KEY.
| Dataset | Coverage | Free tier |
|---|---|---|
| 13F institutional holdings | 88M+ rows, 2013 → today, family-consolidated | ✅ |
| Insider trades (Forms 3/4/5) | 11M+ transactions, open-market classified | ✅ |
| Congress trading | STOCK Act disclosures, both chambers | ✅ |
| Crypto ETF exposure | Institutional spot-BTC-ETF holdings from 13F | ✅ |
| Form 144 | Planned insider sales (forward-looking) | ✅ |
| Fails-to-deliver + Reg SHO | Short-side stress footprints | ✅ |
| Stock prices & financials | Daily OHLCV + XBRL-derived 10-K/10-Q statements incl. cash, capex, free cash flow, buybacks, dividends | ✅ |
| SEC filings gateway | Any filing document, signed shareable links | list/index ✅ · documents Pro |
| Macro (Treasury, Fed, CPI, OFR stress) | Daily federal sources | Pro |
| European disclosures (SE, NL, DK, UK) | Insider dealings (PDMR), major holdings, net short positions (not UK), annual reports; per-row source credit. Live: all four since 2026-10-17 (UK has no short positions) -- get_eu_markets shows what is live | ✅ (trailing window) |
All data is source-traced through the pipeline, and the filings gateway can pull the underlying SEC documents — so your agent cites real filings instead of inventing numbers.
Institutions: get_institution_holdings · list_institutions · Stocks: get_stock_profile · get_stock_holders · get_stock_activity · get_stock_price · get_stock_financials · Insiders: get_insider_trades · list_insider_traders · Congress: get_congress_trades · get_congress_member · Government contracts: get_gov_contracts · search_gov_contracts · Crypto: get_crypto_exposure · get_crypto_holders · get_crypto_holder · Filings: sec_list_filings · sec_get_filing_index · sec_get_filing_document · Short data: get_ftd_data · Search: search · Form 144: get_form144_notices · Macro (Pro): get_treasury_yields · get_fed_rates · get_economic_indicators · get_financial_stress · Europe: get_eu_markets · get_eu_insider_dealings · get_eu_major_holdings · get_eu_short_positions · get_eu_annual_reports · get_eu_issuer
Full parameter reference: llms.txt · ko.io/docs
get_stock_financials returns 10-K/10-Q statement values: revenue, net income, EPS, margins, operating cash flow, cash_and_equivalents, total_assets, total_liabilities, capex, free_cash_flow, stock_repurchase (buybacks), dividends_paid, investing_cashflow, financing_cashflow and debt. Capex, buybacks and dividends are each normally a positive cash payment (USD); negative values are passed through as filed or derived; a negative capex makes free_cash_flow null. free_cash_flow = operating_cashflow - capex only when both are reported and capex >= 0; otherwise null (a missing value is never read as 0). cash_and_equivalents excludes short-term investments; long_term_debt is us-gaap LongTermDebt, which includes the current portion. Example: *"MSFT buybacks last 4 quarters"* -> get_stock_financials(ticker="MSFT", period_type="quarterly", limit=4). Free and keyless calls return the latest quarter only; earlier quarters and annual statements require Pro.
get_gov_contracts returns issuer-level U.S. federal prime-contract obligations since FY2015. Use include=actions for action rows or award_id for one award's attributed actions. search_gov_contracts searches actions across companies or ranks companies with view=companies. Amounts remain exact decimal strings. Gross is positive obligations; deobligations are negative; net is their sum. Free access covers the trailing 92 days. History requires Pro. Choose one window: period, fiscal_year, or from/to. Automatic exact matches cover companies listed today, plus reviewed links with recorded evidence. No linked actions does not prove no contracts. Recent months are provisional; Defense reports about 90 days late. See the methodology.
Excellent open-source tools exist for pulling raw filings from SEC EDGAR (e.g. sec-edgar-mcp — if you need one company's raw documents in a local process, it's a fine choice). ko.io solves a different problem — the questions raw EDGAR can't answer:
| Raw EDGAR access | ko.io | |
|---|---|---|
| "Get AAPL's latest 10-K" | ✅ | ✅ (filings gateway) |
| "Who is buying NVDA across *all* institutions?" | ❌ needs every 13F parsed | ✅ 122ms |
| "Berkshire's portfolio, 52 quarters back" | ❌ parse 50+ filings live | ✅ precomputed |
| "Vanguard's 7 filing entities as one manager" | ❌ | ✅ family consolidation |
| Congress trades, FTD, macro, crypto exposure | ❌ not in EDGAR | ✅ |
| Works in web-based AI (claude.ai, ChatGPT) | ❌ local process | ✅ hosted MCP |
| Setup | Python env + install | one command, zero install |
| Demo (no key) | Free | Pro | Builder | |
|---|---|---|---|---|
| Calls/day | limited | 200 | 20,000 | 200,000 |
| Rows/request | 500 | 500 | 5,000 | 50,000 |
| Core SEC data | ✅ | ✅ | ✅ | ✅ |
| History depth | latest | latest | full | full |
| Macro (Treasury/Fed/CPI/stress) | — | — | ✅ | ✅ |
| Bulk export | — | — | — | ✅ |
Quota resets 00:00 UTC. MCP and REST share one quota. Prices: https://ko.io/pricing/
Issues and PRs welcome — see CONTRIBUTING.md. Security reports: SECURITY.md.
MIT © ko.io