Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Connect AI agents to primary sources - markets, macro, news, earth, network, entities and research.
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.
SUGRA_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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:
https://mcp.sugra.ai/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"api": {
"command": "uvx",
"args": [
"sugra-api-mcp"
],
"env": {
"SUGRA_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http api https://mcp.sugra.ai/mcpclaude mcp add api --env SUGRA_API_KEY=your-value -- uvx sugra-api-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"api": {
"url": "https://mcp.sugra.ai/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"api": {
"command": "uvx",
"args": [
"sugra-api-mcp"
],
"env": {
"SUGRA_API_KEY": "your-value"
}
}
}
}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": {
"api": {
"type": "http",
"url": "https://mcp.sugra.ai/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"api": {
"type": "stdio",
"command": "uvx",
"args": [
"sugra-api-mcp"
],
"env": {
"SUGRA_API_KEY": "your-value"
}
}
}
}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.sugra.ai/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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
sugra_entity_screenScreen a person or organization name against the Sugra sanctions corpus. Returns a SCREENING SIGNAL, not a compliance determination. Sugra is a technology provider, not a sanctions authority or consumer reporting agency. PEP and adverse-media coverage is supplementary and non-com
sugra_entity_lookupResolve an entity by identifier and return its composed KYB envelope. `anchor` is `lei` (Legal Entity Identifier, resolved via the GLEIF registry) or `vat` (EU VAT number, validated via the EU VIES service). The result weaves identity, a sanctions screening signal, and - on reque
search_endpointsSearch the bundled Sugra endpoint catalog by natural-language query. Use this to pick an operation_id. It does not fetch data. Typical loop: 1. search_endpoints(query) -> ranked hits with required_parameters 2. describe_endpoint(operation_id) -> params, request_body_schema, agent
describe_endpointDescribe one Sugra API endpoint by operation_id. Includes agent_hints (duration_class fast/slow/heavy, max_concurrency, bulk billing) so you can budget timeouts and parallelism before calling. POST endpoints with a JSON body also carry request_body_schema (the resolved JSON schem
call_endpointCall a Sugra API endpoint by operation_id from the bundled catalog. Plan calls with describe_endpoint's agent_hints: duration_class "fast" usually responds in under ~2s, "slow" usually 1-5s and occasionally 15s+ on a cold upstream, "heavy" can exceed the gateway timeout - keep pa
list_toolsetsList catalog groups with endpoint counts and short descriptions. Use the group names as the toolset filter on search_endpoints. This does not call the Sugra API; it reads the bundled catalog.
fetch_dataOne-step fetch: find the best Sugra endpoint for the query and call it. Combines search_endpoints + call_endpoint into a single round trip. Use this when you want data without manually picking an operation_id. The full search_endpoints + describe_endpoint + call_endpoint dance is
list_sourcesList source families in the bundled catalog with endpoint counts. Use the family names as the source filter on search_endpoints. This does not call the Sugra API.
resolve_entityResolve free text to a canonical market or macro entity. Turns a ticker, company name, macro indicator, coin, or currency pair into the agent plane's ``{namespace, ids}`` entity for use with get_snapshot and get_timeseries. A cross-namespace collision (e.g. a ticker that is both
get_snapshotComposed current view of an entity via a named recipe. Executes a fixed server-side recipe (company_snapshot, etf_snapshot, quote_snapshot, macro_indicator_snapshot, macro_calendar, earnings_snapshot, debt_snapshot) and returns one envelope with freshness, provenance, per-compone
get_timeseriesBounded timeseries for an entity: price, macro_series, etf_flows or etf_monthly_flows. Returns points oldest-first with an explicit downsampling flag when the raw series exceeded max_points. Times are UTC. Costs 1 unit per call. Read the step from ``served_granularity``, not ``gr
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 against the domain sugra.ai (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 736 ms (HTTP 200)
No sign-in needed
Read 11 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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.
You need to fill in: SUGRA_API_KEY
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.14.1) reached the registry yesterday.
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: Context7, Codebase Memory, Exa
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
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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.
Sugra MCP
Connect AI agents to primary sources - markets, macro, news, earth, network, entities and research.
Website · Documentation · Videos · Blog · Free API key
Sugra MCP is built and run by Sugra Systems, Inc. It brings Sugra Data into AI assistants and agents over the Model Context Protocol: 1,600+ endpoints from 200 primary sources across 36 data domains - central banks, national statistics offices, regulators, intergovernmental bodies and more. The agent searches the catalog, reads an endpoint's description and calls it, and every answer carries its source and date.
Published in Anthropic's Connectors Directory, the OpenAI Plugins Directory and the GitHub MCP Registry. Works with Claude, Claude Code, ChatGPT, Codex, Grok, Cursor, Antigravity, GitHub Copilot, VS Code, Zed, Cline, Continue and any MCP client.
Watch: How Sugra MCP works · Seven directions, one key
| Direction | What an agent can ask for | Learn more |
|---|---|---|
| Sugra Finance | Quotes, price history, company financials, SEC filings, funds, options, futures and Treasuries | Docs · Video · Article |
| Sugra Macro | Inflation, GDP, interest rates, jobs, trade and public finance of whole countries | Docs · Video · Article |
| Sugra News | Headlines, feeds and the world's media attention | Docs · Video · Article |
| Sugra Earth | Weather, climate, air quality, energy, natural hazards and vessel traffic | Docs · Video · Article |
| Sugra NetAtlas | IP and ASN lookups, routing history, geolocation and internet outages | Docs · Video · Article |
| Sugra Entity | Legal entity identifiers, company registries, sanctions and PEP screening | Docs · Video · Article |
| Sugra Research | Papers, preprints, citations and authors | Docs · Article |
The server is hosted, so there is nothing to run. Add Sugra from your agent's directory or install the sugra-api-skills plugin, then connect as shown below. The plugin also carries the Sugra API Skills, which give the agent the procedure - find an operation, read the response, cite the source.
Anthropic - Claude and Claude Code
Claude (claude.ai, Desktop, mobile and Cowork): Add to Claude opens Sugra in Anthropic's Connectors Directory.
Claude Code, the plugin with the skills and the server:
/plugin marketplace add Sugra-Systems/sugra-api-plugins
/plugin install sugra-api-skills@sugra-api-plugins
OpenAI - ChatGPT and Codex
Add to ChatGPT opens Sugra in the OpenAI Plugins Directory, which serves both ChatGPT and Codex. In ChatGPT the skills install together with the server.
Codex, the skills plugin:
codex plugin marketplace add Sugra-Systems/sugra-api-plugins
codex plugin add sugra-api-skills@sugra-api-plugins
GitHub - Copilot and VS Code
GitHub MCP Registry opens Sugra in GitHub's registry. Its Install MCP server button adds the server to VS Code, VS Code Insiders or the GitHub Copilot app.
GitHub Copilot CLI, the plugin with the skills and the server:
copilot plugin marketplace add Sugra-Systems/sugra-api-plugins
copilot plugin install sugra-api-skills@sugra-api-plugins
VS Code: Install in VS Code adds the server.
xAI - Grok and Cursor
Grok, the plugin with the skills and the server:
grok plugin install Sugra-Systems/sugra-api-plugins#xai
Cursor: Install in Cursor adds the server. The plugin with the skills and the server:
git clone https://github.com/Sugra-Systems/sugra-api-plugins
mkdir -p ~/.cursor/plugins/local cp -R sugra-api-plugins/cursor ~/.cursor/plugins/local/sugra-api-skills
Antigravity
The skills plugin:
git clone https://github.com/Sugra-Systems/sugra-api-plugins
agy plugin install ./sugra-api-plugins/antigravity
Antigravity does not start the server from the plugin: add it as shown under Connect.
Other agents
The skills, for any agent that reads Agent Skills:
npx skills add https://mcp.sugra.ai
The server: add it as shown under Connect.
The PyPI package runs the server on your machine over stdio with an API key. Python 3.13 or newer:
pip install sugra-api-mcp
export SUGRA_API_KEY=sugra_... # free key: https://app.sugra.ai/register sugra-api-mcp call quotes_symbol_price --params '{"symbol":"AAPL"}'
Every client connects to one address. Sign in with your Sugra account, or send an API key as Authorization: Bearer :
https://mcp.sugra.ai/mcp
Anthropic - Claude and Claude Code
Claude: connect Sugra in the directory and sign in with your Sugra account. Added Sugra earlier as a custom connector? Remove that one before you connect from the directory, or you will have two.
Claude Code signed in with a claude.ai account picks the connector up on its own. With the plugin, sign in to its server from /mcp.
OpenAI - ChatGPT and Codex
In ChatGPT or Codex, connect Sugra and sign in with your Sugra account.
GitHub - Copilot and VS Code
GitHub Copilot CLI, by hand:
copilot mcp add --transport http sugra-api https://mcp.sugra.ai/mcp
VS Code, by hand, .vscode/mcp.json:
{ "servers": { "sugra": { "type": "http", "url": "https://mcp.sugra.ai/mcp" } } }
Both open the Sugra sign-in page in your browser the first time they connect.
xAI - Grok and Cursor
Grok connects through the plugin.
Cursor, by hand, ~/.cursor/mcp.json:
{ "mcpServers": { "sugra": { "url": "https://mcp.sugra.ai/mcp" } } }
To sign in, open Cursor Settings, then Tools & MCPs, and select Connect next to sugra.
Antigravity
agy mcp add sugra-api https://mcp.sugra.ai/mcp
The CLI, the app and the IDE share the server. Antigravity opens the Sugra sign-in page the first time the agent uses it.
Other agents
Add the address above as a remote MCP server in any client that speaks Streamable HTTP.
Local package - Claude Desktop, Cursor and other stdio clients
{
"mcpServers": { "sugra": { "command": "sugra-api-mcp", "env": { "SUGRA_API_KEY": "sugra_..." } } } }
Claude Desktop reads it from claude_desktop_config.json, Cursor from ~/.cursor/mcp.json. Other stdio clients take the same command and environment variable in their own MCP settings.
| Tool | What it does |
|---|---|
fetch_data | Finds the best endpoint for a plain-language request and calls it, in one step |
search_endpoints | Searches the catalog of 1,600+ endpoints |
describe_endpoint | Shows an endpoint's parameters, required inputs and cost hints |
call_endpoint | Calls an endpoint by its operation id, with optional limit and fields |
list_toolsets | Lists the catalog groups with their endpoint counts |
list_sources | Lists the sources behind the catalog |
sugra_entity_screen | Screens a name against sanctions lists and watchlists |
sugra_entity_lookup | Looks up a company by LEI or VAT number, with screening |
resolve_entity | Hosted only: turns a ticker, company, indicator, coin or currency pair into one entity |
get_snapshot | Hosted only: one current view of an entity, with freshness and provenance |
get_timeseries | Hosted only: a bounded series of an entity's price or macro metric |
The server also ships six workflow prompts (market snapshot, macro briefing, sanctions screening, sector comparison, earth conditions, source overview) and serves five of the Sugra API Skills as MCP resources under sugra://skills/.
Only the beginning is shown; read the rest in the repo