Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Collect and triage brand mentions and inbound comments.
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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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"agentic-mentions": {
"command": "npx",
"args": [
"-y",
"agentic-mentions",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add agentic-mentions -- npx -y agentic-mentions mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"agentic-mentions": {
"command": "npx",
"args": [
"-y",
"agentic-mentions",
"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": {
"agentic-mentions": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agentic-mentions",
"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.
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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 7, 2026
The registry name was verified with the GitHub account pooriaarab, 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 (0.1.0) reached the registry 23 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
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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Quickstart · API and commands · Package
agentic-mentions is an open-source mention triage toolkit for developers who supply inbound comments. It deduplicates records and applies text rules to sentiment, intent, urgency, and suggested routes. A Node.js library, CLI, and Model Context Protocol (MCP) server expose the workflow.
npm install agentic-mentions
Requires Node.js 18 or later. Includes TypeScript declarations and two runtime dependencies.
No credentials or environment variables are required for local triage.
npx agentic-mentions mentions triage --text 'Could I get pricing?'
The JSON result contains intent: "lead", urgency: "medium", and suggestedRoute: "reply". For a shared queue, keep the store in the same process:
import { createMentionStore, ingestMentions, queueMentions } from 'agentic-mentions';
const store = createMentionStore(); ingestMentions([{ text: 'Urgent outage problem', source: 'fixture' }], store); console.log(queueMentions(store)[0].triage);
The result has critical urgency and an escalation suggestion. Neither example sends a reply.
Supplied JSON / webhook payload / fixtures
| fingerprint deduplication | in-memory mention store | keyword-based triage | urgency queue -> caller reviews -> mark handled
A mention workflow needs record deduplication and handling state alongside text labels. Natural and Sentiment offer text-analysis primitives. This package combines fixed rules with a local queue and agent tools.
Checked 2026-10-14 against Natural's source and Sentiment's source. These are local text-analysis alternatives, not managed social-listening services.
| Scope | agentic-mentions | Natural | Sentiment |
|---|---|---|---|
| Main task | Mention deduplication and triage | Natural language processing primitives | Wordlist-based sentiment scoring |
| Deployment | Your Node.js process | Your Node.js process | Your Node.js process |
| Configuration | Mention records and store | JavaScript APIs | JavaScript APIs and word labels |
| Input or adapter | Status | Behavior |
|---|---|---|
| JSON file | ✓ | CLI ingestion accepts an array or {items: [...]} |
| Generic webhook | ✓ | SDK parses payloads or fetches JSON from a supplied URL |
| Fixture mentions | ✓ | SDK loads supplied records |
| Local router | ✓ | SDK generates a receipt without external delivery |
| HTTP router | ✓ | SDK posts {text} to a supplied endpoint |
| Social-network APIs | — | No brand-specific connector exists |
Source inventory contains two mention adapters and two routing adapters. Local tests exercise these paths; no external service credentials are verified. The generic webhook adapter is a parser and fetch client, not a listening HTTP server.
The Node.js SDK exports the mention workflow and core utilities. The package includes TypeScript types.
CLI commands are mentions ingest --file PATH, mentions queue, mentions triage --text TEXT, and mentions handle --id ID. It also supports costs, mcp, --help / -h, and --version / -V. The mentions prefix is optional for the four mention commands. Handling requires --live to change state.
npx agentic-mentions mcp
npx agentic-mentions-mcp
The stdio server exposes exactly four tools: ingest_mentions, triage_mention, mention_queue, and mark_mention_handled. Handling previews by default. Set live: true to mark handled; an injected approval callback can deny the action. The default callback approves. It is not an interactive approval prompt.
The built Worker entry has GET /health and POST /summarize with a JSON text string. It provides text statistics, not mention ingestion. Deploy it yourself; it is not a managed service or a package-root export.
Stores and cost reports live in memory. Separate CLI invocations start fresh; an ingest command does not persist a later queue. Rules use fixed English keywords. They do not understand context, sarcasm, or every language. The package suggests reply, ignore, or escalate; it never sends replies or collects social-network mentions automatically. The HTTP router has a default ten-second timeout and no retries or authentication configuration. Dispatch costs count characters as units, not money. Mention ingestion and triage do not record dispatch costs. SDK dispatch is live unless dryRun: true is supplied. Preview before each real dispatch and stop when a guard denies it.
Any publishable content from a downstream AI workflow must include an appropriate AI disclosure.
Version 0.1.0 is early; interfaces can change. Public case studies are not yet published in this repository. Use GitHub issues for support.
agentic-mentions accepts records you supply. It has no social-network API connector.
agentic-mentions has local tests for generic input and routing paths. This rewrite verifies no external service with credentials.
agentic-mentions runs in your own process. You supply collection, hosting, and persistence.
agentic-mentions adds mention records, deduplication, and handling state. Natural supplies broader natural language processing primitives.
agentic-mentions uses fixed rules for intent, urgency, and routes. Sentiment calculates wordlist-based sentiment scores.
agentic-mentions only suggests routes. Your application decides what happens next.
agentic-mentions keeps its default store in memory. Your application must persist records if it needs restart recovery.
agentic-mentions counts successful core dispatches and character units. It does not measure currency or charge for triage.
MIT.