Intent Analysis
Rank #70,905io.intencion/mcp
Debug a bad AI-agent run from your editor: which intent fails, at which step, and why.
What you can do with Intent Analysis
Intent Analysis is a Model Context Protocol (MCP) server published by las7. It ranks #70,905 of 144,396 active servers on MCP Toplist. Intent Analysis is listed on Official MCP, with 1 tracked version. It was first listed on Jun 18, 2026 and most recently updated on Jun 18, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Intent Analysis can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Intent Analysis
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- INTENCION_API_KEY · required
- INTENCION_BASE_URL · optional
Connect Intent Analysis and confirm it works
claude mcp add intencion -e "INTENCION_API_KEY=<your INTENCION_API_KEY>" -e "INTENCION_BASE_URL=<your INTENCION_BASE_URL>" -- npx -y @intencion/mcpReplace each placeholder with your own value before saving.
[mcp_servers.intencion]
command = "npx"
args = ["-y", "@intencion/mcp"]
[mcp_servers.intencion.env]
INTENCION_API_KEY = "<your INTENCION_API_KEY>"
INTENCION_BASE_URL = "<your INTENCION_BASE_URL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"intencion": {
"command": "npx",
"args": [
"-y",
"@intencion/mcp"
],
"env": {
"INTENCION_API_KEY": "<your INTENCION_API_KEY>",
"INTENCION_BASE_URL": "<your INTENCION_BASE_URL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"intencion": {
"command": "npx",
"args": [
"-y",
"@intencion/mcp"
],
"env": {
"INTENCION_API_KEY": "<your INTENCION_API_KEY>",
"INTENCION_BASE_URL": "<your INTENCION_BASE_URL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"intencion": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@intencion/mcp"
],
"env": {
"INTENCION_API_KEY": "<your INTENCION_API_KEY>",
"INTENCION_BASE_URL": "<your INTENCION_BASE_URL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"intencion": {
"command": "npx",
"args": [
"-y",
"@intencion/mcp"
],
"env": {
"INTENCION_API_KEY": "<your INTENCION_API_KEY>",
"INTENCION_BASE_URL": "<your INTENCION_BASE_URL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"intencion": {
"command": "npx",
"args": [
"-y",
"@intencion/mcp"
],
"env": {
"INTENCION_API_KEY": "<your INTENCION_API_KEY>",
"INTENCION_BASE_URL": "<your INTENCION_BASE_URL>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Intent Analysisyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 18, 2026
- Latest version published
- Jun 18, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Jun 18, 2026
- Official MCP ↗listed since Jul 24, 2026 · still listed
Do you maintain Intent Analysis? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 0.1.1 | Jun 18, 2026 |
Ranks ahead of 73,491 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.intencion%2Fmcp)<a href="https://mcptoplist.com/server/io.intencion%2Fmcp"><img src="https://mcptoplist.com/badge/io.intencion%2Fmcp.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Intent Analysis?
- Intent Analysis is maintained by las7, which publishes 3 MCP servers (2 total versions) tracked on MCP Toplist.
- Is Intent Analysis listed on the Official MCP Registry?
- Yes — Intent Analysis is listed on the Official MCP Registry.
- How many versions does Intent Analysis have?
- MCP Toplist tracks 1 version of Intent Analysis, most recently published on Jun 18, 2026.
- Where can I find the source code for Intent Analysis?
- The source code for Intent Analysis is hosted at github.com/las7/intent-analysis.
Do you run this server?
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