Signalpipe

Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf via MCP.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "signalpipe": {
      "url": "https://api.signalpipe.io/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (20)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Signalpipe.

signalpipe_get_missions

List pending leads awaiting review — score, role, channel, snippet, draft. Lean by default; opt into `include_context=true` only when drafting.

signalpipe_draft_mission

Get the drafting payload for a single mission so the host LLM can write the reply itself (BYOK path)

signalpipe_upload_draft

Upload a host-LLM-written draft to a mission

signalpipe_approve_mission

Approve a lead and queue it for outreach

signalpipe_reject_mission

Reject a lead with a reason — teaches the per-station RL loop (penalty size adapts to the reason; demotes one noisy feed without dragging the rest of the product down). **Don't** use this when the post is just gone — use `signalpipe_delete_mission` instead.

signalpipe_delete_mission

Hard-delete a mission row — silent cleanup, no learning signal. Companion to reject. **Canonical case:** the post was deleted / 404'd / removed before you could reply.

Documentation Overview

SignalPipe

Agentic sales pipeline — buying-intent detection, swarm-scored lead qualification, and prospect nurturing for OpenClaw agents.

SignalPipe judges whether the author of a post, email or ticket wants to buy. Your agent brings the text from anywhere it reads, including X through your own X API access, and an optional scout reads the RSS or Atom feeds you choose. Three independent judges rule on every borderline signal, the reply is calibrated to how strong the signal was, and only real leads reach you for approval. Works with any OpenClaw-compatible agent — or connect directly via MCP from Claude Code, Cursor, or Windsurf.

signalpipe.io

What It Does

Top of funnel — Signal Acquisition (Mantidae): Your agent brings text from anywhere it reads, and the optional scout reads the RSS or Atom feeds you choose every cycle. Clear-cut posts are decided on content alone; borderline ones go to three independent judges (Skeptic, Analyst, Optimist), and when they split you see it. Only real leads reach your queue, with a draft already calibrated to how strong the signal is:

Closer (highest-intent): Direct, action-oriented reply — proposes a concrete next step
Advisor (mid-intent): Consultative — acknowledges the problem, introduces the product naturally
Educator (early-stage): Value-first — leads with a genuine insight, mentions the product only if it fits

Competitor-switch posts are hard-floored and always reach your queue regardless of score.

Mid/bottom of funnel — Nurture Engine: Tracks every prospect's temperature (0–100) across 13 signal types. Automatically selects the right persona (Educator → Consultant → Closer → Re-engager). Remembers objections permanently — if someone said the price is too high, that angle is never repeated. Never spams. One-directional mode transitions.

Execution — Sender (v2.0): The brain scores, drafts, and approves; the plugin can now also send. An optional background sender holds a live stream open to the brain, receives the missions you've already approved, and posts reddit_comment / reddit_dm on Reddit with your own credentials. The math runs on us, the sending runs on you — your Reddit credentials and LLM keys never reach SignalPipe. twitter_reply is handled by the standalone signalpipe-daemon. The sender is opt-in: set the REDDIT_* env vars to enable it, or ignore it entirely and stay MCP-only. Private messages go only to someone who asked for one: Reddit and X both require the recipient's consent before an app sends one. SignalPipe never auto-sends a DM or an X reply; each waits for your approval.

Tools (20 total)

Signal Acquisition

Tool	What it does
`signalpipe_get_missions`	List pending leads awaiting review — score, role, channel, snippet, draft. Lean by default; opt into `include_context=true` only when drafting.
`signalpipe_draft_mission`	Get the drafting payload for a single mission so the host LLM can write the reply itself (BYOK path)
`signalpipe_upload_draft`	Upload a host-LLM-written draft to a mission
`signalpipe_approve_mission`	Approve a lead and queue it for outreach
`signalpipe_reject_mission`	Reject a lead with a reason — teaches the per-station RL loop (penalty size adapts to the reason; demotes one noisy feed without dragging the rest of the product down). Don't use this when the post is just gone — use `signalpipe_delete_mission` instead.
`signalpipe_delete_mission`	Hard-delete a mission row — silent cleanup, no learning signal. Companion to reject. Canonical case: the post was deleted / 404'd / removed before you could reply.
`signalpipe_scout_now`	Trigger an on-demand scouting run across all active products
`signalpipe_get_products`	List all configured products
`signalpipe_add_product`	Register a new product to monitor — describe it in buyer language
`signalpipe_add_station`	Add an RSS feed, subreddit, or HN keyword feed for a product
`signalpipe_reload_products`	Hot-reload product cache after changes — no redeploy needed

Nurture Engine

Tool	What it does
`signalpipe_track_prospect`	Log a signal from a prospect, update their temperature
`signalpipe_get_message`	Generate the next outreach message via the backend LLM
`signalpipe_get_message_prompt`	Get the full prompt + context so the host LLM writes the message (BYOK path)
`signalpipe_record_message`	Record a host-LLM-written message as sent
`signalpipe_get_pipeline`	View the full prospect pipeline sorted by temperature
`signalpipe_score_signal`	Universal scorer — paste any text (Gmail, Slack, Discord, Telegram, LinkedIn, transcripts) and get back the same score + classification + drafting context the scout produces for Reddit/HN posts. SignalPipe never touches the source channel; your host agent does.

Sender

Reddit-only; requires the optional REDDIT_* env vars. Contains no scoring or drafting — it only posts pre-approved missions with your credentials.

Tool	What it does
`signalpipe_start_sender`	Start the background sender — streams approved missions and posts `reddit_comment` / `reddit_dm` with your own Reddit creds. Supports `dry_run`.
`signalpipe_stop_sender`	Stop the background sender; unsent approved missions stay queued on the brain
`signalpipe_sender_status`	Report sender state — running / connected, sent / failed / skipped counts this session, plus brain-side queue depth

MCP Support

SignalPipe exposes all tools as an MCP server — no OpenClaw plugin install needed.

Connect from Claude Code, Cursor, or Windsurf — add this URL to your MCP config:

Code

https://api.signalpipe.io/mcp

Auth: Authorization: Bearer YOUR_OPERATOR_KEY

Once connected, ask your agent:

"Show me my leads"
"Reject the first one — it's a founder promoting their own tool"
"Who should I follow up with today?"

Live Session Example

A typical morning lead review inside your OpenClaw agent or Claude.ai via MCP.

You: Show me today's leads.

Code

→ signalpipe_get_missions

Code

3 missions pending review

MISSION 1 · score: 91 · role: CLOSER · competitor_flag: true
Product : AcmeTool
Channel : reddit_dm
Handle  : u/frustrated_dev99
Snippet : "Their pricing just doubled again. Done. Need a replacement ASAP."
Draft   : "Saw your post — we built AcmeTool for exactly the gap you're
           describing. Teams typically switch in under a week. Worth a
           quick look? Happy to show you how it compares."

MISSION 2 · score: 68 · role: ADVISOR · competitor_flag: false
Product : AcmeTool
Channel : reddit_dm
Handle  : u/ops_lead_rachel
Snippet : "Looking for a tool to automate repetitive ops workflows.
           Budget is flexible, need something the team actually uses."
Draft   : "The part about 'something the team actually uses' is the real
           problem to solve — most tools fail there, not on features.
           AcmeTool is built around that constraint. Happy to walk through
           a real team setup if useful."

MISSION 3 · score: 24 · role: EDUCATOR · competitor_flag: false
Product : AcmeTool
Channel : reddit_dm
Handle  : u/just_browsing_thx
Snippet : "Saw an ad for workflow tools. Not really something I need right now"
Draft   : [Swarm low-confidence — auto-rejected]

Agent: 2 leads ready. Lead 1 is a competitor-switch signal, score 91 — Closer draft, proposes a direct next step. Lead 2 is a genuine need with flexible budget, score 68 — Advisor draft, leads with their real problem. Lead 3 was auto-rejected by the swarm. Approve 1 and 2, or edit first?

You: Lead 1 is good, approve it. For lead 2 change the draft to: "Hey Rachel — we solve exactly this. Most ops teams are running automations within a day. Want me to show you how a team like yours uses it?"

Code

→ signalpipe_approve_mission (msn_8f3a — swarm draft unchanged)
→ signalpipe_approve_mission (msn_2b91 — user-edited draft)

Code

✓ msn_8f3a queued for outreach
✓ msn_2b91 queued for outreach (your version)

You: Rachel just replied — she's interested. Log it.

Code

→ signalpipe_track_prospect
  handle    : u/ops_lead_rachel
  channel   : reddit_dm
  signal    : replied
  mission_id: msn_2b91

config.json

{
  "prospect_id": "pro_7f2c",
  "handle": "u/ops_lead_rachel",
  "temperature": 45,
  "mode": "sales",
  "persona": "Consultant",
  "follow_up_in": "2–3 days"
}

Agent: Rachel is in Sales mode, temperature 45. Consultant persona active — qualify and show fit, no hard sell yet.

You: Who's hottest? Generate a message for them.

Code

→ signalpipe_get_pipeline
→ signalpipe_get_message (prospect_id: pro_sarah_cto)

config.json

{
  "message": "Sarah — you've seen how it works. Happy to answer any last
              questions before your team makes a call. What's the main
              thing you're still weighing?",
  "tactic": "remove_friction",
  "mode": "closing",
  "temperature": 88,
  "note": "Previous objection (too_expensive) on record — pricing angle avoided"
}

Agent: Closing mode, friction-removal tactic. Her previous pricing objection is permanently on record — the AI avoided that angle automatically.

Quick Start

1. Get a backend + operator key

Subscribe at signalpipe.io, sign in to the console with the email you paid with, and create your SIGNALPIPE_OPERATOR_KEY there (it is shown once). The backend URL is https://api.signalpipe.io. No infrastructure to manage.

2. Install

Via OpenClaw:

bash

openclaw plugins install signalpipe
# or from ClawHub:
openclaw plugins install clawhub:signalpipe

Read the full README →View source on GitHub →

Related MCP Servers

View all in Social Media View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

npm downloads

344

Package downloads in the last 30 days.

Last commit

1mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Signalpipe

signalpipe is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "signalpipe": { "url": "https://api.signalpipe.io/mcp" } }

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Technical Specs & Signals

CategorySocial Media

4/9 checks healthy over the last 46d

53Quality signal: Good · 53/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools25/30

Adoption & activity5/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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More in 🌐 Social Media →Best MCP servers for Social Media →Alternatives to Signalpipe →Install in Claude Desktop Install in Cursor Install in VS Code Setup guides for all 13 MCP clients

Signalpipe

Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf via MCP.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "signalpipe": {
      "url": "https://api.signalpipe.io/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (20)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Signalpipe.

signalpipe_get_missions

List pending leads awaiting review — score, role, channel, snippet, draft. Lean by default; opt into `include_context=true` only when drafting.

signalpipe_draft_mission

Get the drafting payload for a single mission so the host LLM can write the reply itself (BYOK path)

signalpipe_upload_draft

Upload a host-LLM-written draft to a mission

signalpipe_approve_mission

Approve a lead and queue it for outreach

signalpipe_reject_mission

signalpipe_delete_mission

Hard-delete a mission row — silent cleanup, no learning signal. Companion to reject. **Canonical case:** the post was deleted / 404'd / removed before you could reply.

Documentation Overview

SignalPipe

Agentic sales pipeline — buying-intent detection, swarm-scored lead qualification, and prospect nurturing for OpenClaw agents.

signalpipe.io

What It Does

Closer (highest-intent): Direct, action-oriented reply — proposes a concrete next step
Advisor (mid-intent): Consultative — acknowledges the problem, introduces the product naturally
Educator (early-stage): Value-first — leads with a genuine insight, mentions the product only if it fits

Competitor-switch posts are hard-floored and always reach your queue regardless of score.

Tools (20 total)

Signal Acquisition

Tool	What it does
`signalpipe_get_missions`	List pending leads awaiting review — score, role, channel, snippet, draft. Lean by default; opt into `include_context=true` only when drafting.
`signalpipe_draft_mission`	Get the drafting payload for a single mission so the host LLM can write the reply itself (BYOK path)
`signalpipe_upload_draft`	Upload a host-LLM-written draft to a mission
`signalpipe_approve_mission`	Approve a lead and queue it for outreach
`signalpipe_reject_mission`	Reject a lead with a reason — teaches the per-station RL loop (penalty size adapts to the reason; demotes one noisy feed without dragging the rest of the product down). Don't use this when the post is just gone — use `signalpipe_delete_mission` instead.
`signalpipe_delete_mission`	Hard-delete a mission row — silent cleanup, no learning signal. Companion to reject. Canonical case: the post was deleted / 404'd / removed before you could reply.
`signalpipe_scout_now`	Trigger an on-demand scouting run across all active products
`signalpipe_get_products`	List all configured products
`signalpipe_add_product`	Register a new product to monitor — describe it in buyer language
`signalpipe_add_station`	Add an RSS feed, subreddit, or HN keyword feed for a product
`signalpipe_reload_products`	Hot-reload product cache after changes — no redeploy needed

Nurture Engine

Tool	What it does
`signalpipe_track_prospect`	Log a signal from a prospect, update their temperature
`signalpipe_get_message`	Generate the next outreach message via the backend LLM
`signalpipe_get_message_prompt`	Get the full prompt + context so the host LLM writes the message (BYOK path)
`signalpipe_record_message`	Record a host-LLM-written message as sent
`signalpipe_get_pipeline`	View the full prospect pipeline sorted by temperature
`signalpipe_score_signal`	Universal scorer — paste any text (Gmail, Slack, Discord, Telegram, LinkedIn, transcripts) and get back the same score + classification + drafting context the scout produces for Reddit/HN posts. SignalPipe never touches the source channel; your host agent does.

Sender

Reddit-only; requires the optional REDDIT_* env vars. Contains no scoring or drafting — it only posts pre-approved missions with your credentials.

Tool	What it does
`signalpipe_start_sender`	Start the background sender — streams approved missions and posts `reddit_comment` / `reddit_dm` with your own Reddit creds. Supports `dry_run`.
`signalpipe_stop_sender`	Stop the background sender; unsent approved missions stay queued on the brain
`signalpipe_sender_status`	Report sender state — running / connected, sent / failed / skipped counts this session, plus brain-side queue depth

MCP Support

SignalPipe exposes all tools as an MCP server — no OpenClaw plugin install needed.

Connect from Claude Code, Cursor, or Windsurf — add this URL to your MCP config:

Code

https://api.signalpipe.io/mcp

Auth: Authorization: Bearer YOUR_OPERATOR_KEY

Once connected, ask your agent:

"Show me my leads"
"Reject the first one — it's a founder promoting their own tool"
"Who should I follow up with today?"

Live Session Example

A typical morning lead review inside your OpenClaw agent or Claude.ai via MCP.

You: Show me today's leads.

Code

→ signalpipe_get_missions

Code

3 missions pending review

MISSION 1 · score: 91 · role: CLOSER · competitor_flag: true
Product : AcmeTool
Channel : reddit_dm
Handle  : u/frustrated_dev99
Snippet : "Their pricing just doubled again. Done. Need a replacement ASAP."
Draft   : "Saw your post — we built AcmeTool for exactly the gap you're
           describing. Teams typically switch in under a week. Worth a
           quick look? Happy to show you how it compares."

MISSION 2 · score: 68 · role: ADVISOR · competitor_flag: false
Product : AcmeTool
Channel : reddit_dm
Handle  : u/ops_lead_rachel
Snippet : "Looking for a tool to automate repetitive ops workflows.
           Budget is flexible, need something the team actually uses."
Draft   : "The part about 'something the team actually uses' is the real
           problem to solve — most tools fail there, not on features.
           AcmeTool is built around that constraint. Happy to walk through
           a real team setup if useful."

MISSION 3 · score: 24 · role: EDUCATOR · competitor_flag: false
Product : AcmeTool
Channel : reddit_dm
Handle  : u/just_browsing_thx
Snippet : "Saw an ad for workflow tools. Not really something I need right now"
Draft   : [Swarm low-confidence — auto-rejected]

Code

→ signalpipe_approve_mission (msn_8f3a — swarm draft unchanged)
→ signalpipe_approve_mission (msn_2b91 — user-edited draft)

Code

✓ msn_8f3a queued for outreach
✓ msn_2b91 queued for outreach (your version)

You: Rachel just replied — she's interested. Log it.

Code

→ signalpipe_track_prospect
  handle    : u/ops_lead_rachel
  channel   : reddit_dm
  signal    : replied
  mission_id: msn_2b91

config.json

{
  "prospect_id": "pro_7f2c",
  "handle": "u/ops_lead_rachel",
  "temperature": 45,
  "mode": "sales",
  "persona": "Consultant",
  "follow_up_in": "2–3 days"
}

Agent: Rachel is in Sales mode, temperature 45. Consultant persona active — qualify and show fit, no hard sell yet.

You: Who's hottest? Generate a message for them.

Code

→ signalpipe_get_pipeline
→ signalpipe_get_message (prospect_id: pro_sarah_cto)

config.json

{
  "message": "Sarah — you've seen how it works. Happy to answer any last
              questions before your team makes a call. What's the main
              thing you're still weighing?",
  "tactic": "remove_friction",
  "mode": "closing",
  "temperature": 88,
  "note": "Previous objection (too_expensive) on record — pricing angle avoided"
}

Agent: Closing mode, friction-removal tactic. Her previous pricing objection is permanently on record — the AI avoided that angle automatically.

Quick Start

1. Get a backend + operator key

2. Install

Via OpenClaw:

bash

openclaw plugins install signalpipe
# or from ClawHub:
openclaw plugins install clawhub:signalpipe

Read the full README →View source on GitHub →

Related MCP Servers

View all in Social Media View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

npm downloads

344

Package downloads in the last 30 days.

Last commit

1mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Signalpipe

signalpipe is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "signalpipe": { "url": "https://api.signalpipe.io/mcp" } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/signalpipe?style=directory)](https://allmcps.com/mcp/signalpipe)

HTML Embed

<a href="https://allmcps.com/mcp/signalpipe"><img src="https://allmcps.com/api/badge/signalpipe?style=directory" alt="Signalpipe on AllMCPs" /></a>

Technical Specs & Signals

CategorySocial Media

4/9 checks healthy over the last 46d

53Quality signal: Good · 53/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools25/30

Adoption & activity5/15

Community engagement0/10

★ Featured

AllMCPs Server

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 🌐 Social Media →Best MCP servers for Social Media →Alternatives to Signalpipe →Install in Claude Desktop Install in Cursor Install in VS Code Setup guides for all 13 MCP clients