Which service connectors are available?

The repository lists connectors for Google Analytics 4, Vercel, GitHub, and Sentry.

Does the core server require credentials?

The documented @perceptdot/core setup does not specify credentials or environment variables.

How is the server installed?

Run `npx -y @perceptdot/core` and add it to the MCP configuration.

Percept

mcpdiscoverydeveloper-toolsobservability

Discovers MCP servers for a project and provides optional GA4, Vercel, GitHub, and Sentry connectors with ROI reporting.

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

Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

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

claude_desktop_config.json

{
  "mcpServers": {
    "perceptdot-percept": {
      "command": "npx",
      "args": [
        "-y",
        "@perceptdot/core"
      ]
    }
  }
}

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

Overview

Percept provides an MCP discovery layer that scans project signals and recommends relevant servers. Its available connectors provide read access to GA4, Vercel, GitHub, and Sentry data. Use it when an agent needs to identify useful MCP servers or inspect these services from its context.

Use cases

Discover MCP servers based on project dependencies, environment variables, and configuration files

Search a curated MCP server database by keyword or category

List MCP servers currently configured for a project

Inspect analytics, deployments, repositories, or error-monitoring data through optional connectors

Review session ROI and reported token savings

Key features

Project scanning and MCP server recommendations

Curated MCP server search

Configured-server listing

GA4 analytics tools

Vercel, GitHub, and Sentry connectors

Session ROI reporting

Capabilities & Tool Schemas

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

Extracted Tool Capabilities

Project scanning and MCP server recommendations

Curated MCP server search

Configured-server listing

GA4 analytics tools

Vercel, GitHub, and Sentry connectors

Session ROI reporting

Documentation Overview

perceptdot

One install. Your agent discovers the rest.

Your Agent's App Store. The first B2A2H (Business → Agent → Human) platform — starting with @perceptdot/core, a discovery layer that scans your project and recommends exactly which MCP servers to install. Then the servers themselves (GA4, Vercel, GitHub, Sentry) give your agent direct read access to external services, automatically measuring ROI and reporting savings to humans.

The agent discovers. The agent evaluates. The agent reports. The human just pays.

Quick Start

One command. Your agent finds the rest.

Terminal

npx -y @perceptdot/core

Add to your MCP config and restart:

config.json

{
  "mcpServers": {
    "perceptdot-core": {
      "command": "npx",
      "args": ["-y", "@perceptdot/core"]
    }
  }
}

Then ask your agent: "Discover MCP servers for this project."

What `@perceptdot/core` Does

@perceptdot/core is the discovery and recommendation layer. It scans your project and tells your agent which MCP servers are worth installing — no manual browsing of registries.

Tool	What it does	Quota
`percept_discover`	Scan project, auto-recommend MCP servers based on signals	FREE
`percept_recommend`	Search curated MCP server database by keyword or category	FREE
`percept_installed`	List all MCP servers currently configured	FREE
`percept_roi_summary`	Session ROI report for this server	—

`percept_discover` — example output

Code

Project: /my-app
Signals: 3 deps, 5 env vars, 2 configs
Recommendations:
  - @perceptdot/ga4         (NEXT_PUBLIC_GA found)       ~450 tokens/call
  - @perceptdot/vercel      (.vercel/ dir detected)      ~200 tokens/call
  - PostgreSQL Database     (DATABASE_URL found)         ~300 tokens/call
  - Stripe Payments         (STRIPE_SECRET_KEY found)    ~400 tokens/call
Savings: ~1,350 tokens/call across 4 servers

Your agent reads this output, copies the ready-made JSON configs, and tells you what to install. Zero manual research.

Available MCP Servers

`@perceptdot/core` — Discovery Layer (NEW)

Your agent's app store. Scans projects and recommends the right MCP servers automatically.

Terminal

npm install -g @perceptdot/core
# or just: npx -y @perceptdot/core

`@perceptdot/ga4` — Google Analytics 4

Real-time and historical analytics, delivered in a single tool call.

Tool	What it does	Tokens saved vs. manual
`ga4_overview`	Sessions, users, pageviews, bounce rate, avg session duration	~450
`ga4_realtime`	Active users right now + top live pages	~300
`ga4_top_pages`	Top N pages by views	~350
`ga4_events`	Event counts (clicks, conversions, signups)	~400
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/ga4

`@perceptdot/vercel` — Deployment Monitoring

Check deployment status without leaving the agent context.

Tool	What it does	Tokens saved vs. manual
`vercel_deployments`	Recent deployments with status and commit messages	~200
`vercel_latest_status`	Instant pass/fail on the most recent deploy	~150
`vercel_projects`	All projects with latest deploy state	~180
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/vercel

`@perceptdot/github` — Repository Intelligence

PRs, issues, and CI status without context switching.

Tool	What it does	Tokens saved vs. manual
`github_prs`	Open PRs with review status (up to 20)	~400
`github_pr_detail`	Full PR diff stats, approvals, file changes	~350
`github_workflows`	Recent CI/CD run status (up to 10)	~300
`github_issues`	Open issues, filterable by label	~350
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/github

`@perceptdot/sentry` — Error Monitoring

Surface errors and regressions directly in agent context.

Tool	What it does	Tokens saved vs. manual
`sentry_issues`	Recent unresolved issues by priority	~380
`sentry_issue_detail`	Full stack trace and event count	~420
`sentry_releases`	Release list with crash-free rate	~250
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/sentry

60-Second Setup (All Servers)

Claude Code (~/.claude/settings.json or .mcp.json):

config.json

{
  "mcpServers": {
    "perceptdot-core": {
      "command": "npx",
      "args": ["-y", "@perceptdot/core"]
    },
    "perceptdot-ga4": {
      "command": "npx",
      "args": ["-y", "@perceptdot/ga4"],
      "env": {
        "GA4_PROPERTY_ID": "YOUR_PROPERTY_ID",
        "GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json"
      }
    },
    "perceptdot-vercel": {
      "command": "npx",
      "args": ["-y", "@perceptdot/vercel"],
      "env": {
        "VERCEL_TOKEN": "YOUR_VERCEL_TOKEN"
      }
    },
    "perceptdot-github": {
      "command": "npx",
      "args": ["-y", "@perceptdot/github"],
      "env": {
        "GITHUB_TOKEN": "YOUR_GITHUB_TOKEN",
        "GITHUB_OWNER": "your-org",
        "GITHUB_REPO": "your-repo"
      }
    },
    "perceptdot-sentry": {
      "command": "npx",
      "args": ["-y", "@perceptdot/sentry"],
      "env": {
        "SENTRY_AUTH_TOKEN": "YOUR_SENTRY_TOKEN",
        "SENTRY_ORG": "your-org",
        "SENTRY_PROJECT": "your-project"
      }
    }
  }
}

Restart your MCP client. No account required for the Free plan.

How It Works

Code

┌──────────────────────────────────────────────────────────────┐
│                        Your codebase                         │
└─────────────────────────┬────────────────────────────────────┘
                          │ MCP protocol
                          ▼
┌──────────────────────────────────────────────────────────────┐
│                  AI Agent (Claude Code,                      │
│                  Cursor, Windsurf, Cline)                    │
│                                                              │
│  New project?     ──►  percept_discover                      │
│    → scans package.json, .env, config files                  │
│    → returns: "Install @perceptdot/ga4 + Postgres MCP"       │
│                                                              │
│  Needs GA4 data?  ──►  calls ga4_overview                    │
│  Needs deploy status?  calls vercel_latest_status            │
│  Needs PR list?   ──►  calls github_prs                      │
│  End of session?  ──►  calls percept_roi_summary             │
│                            │                                 │
│                            │ "Saved 1,240 tokens today.      │
│                            │  You're on Free (200/mo).       │
│                            │  Pro coming soon: perceptdot.com"│
└────────────────────────────┼─────────────────────────────────┘
                             │
                             ▼
                        Human reads report
                        Human clicks upgrade link
                        Human pays
                        (Human never had to configure anything)

Every @perceptdot/* package tracks its own calls and token savings locally. No data leaves your machine unless you opt into Pro analytics.

ROI Tracking

Every percept_roi_summary call returns a report like this — automatically, at the end of each session:

Code

percept_roi_summary result
──────────────────────────────────────────
Session summary (2026-03-22)

Tools used:   ga4_overview × 3, vercel_latest_status × 1, github_prs × 2
Tokens saved: ~1,240  (vs. fetching manually)
Time saved:   ~4.2 min
API calls:    6

Cost saved this session: ~$0.037
Cost saved this month:   ~$1.12

→ You are on the Free plan (200 calls/mo).
  Pro and Team plans coming soon: https://perceptdot.com/#pricing
──────────────────────────────────────────

The agent computes this. The human receives it. No dashboard needed.

B2A2H — A New Commerce Model (Coined by perceptdot)

B2A2H (Business → Agent → Human) is a commerce model where AI agents evaluate, adopt, and recommend tools — and humans only approve the payment. The term was first defined by perceptdot in March 2026.

Most developer tools are built B2H (Business → Human): a human discovers, evaluates, installs, configures, and monitors a product.

B2A2H flips this:

Code

Business (perceptdot)
    ↓  publishes MCP servers on npm
Agent (Claude Code, Cursor, Windsurf)
    ↓  @perceptdot/core discovers project needs
    ↓  recommends and installs the right servers
    ↓  measures ROI automatically
    ↓  reports to human: "Saved $23 this month. $19/mo subscription. Keep it."
Human
    ↓  reads report, clicks link, pays
Done. Human never had to understand how it works.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Monitoring View all alternatives

Adoption & maintenance

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

GitHub stars

Stargazers on the source repository.

npm downloads

144

Package downloads in the last 30 days.

Last commit

2mo ago

Most recent push to the default branch.

Directory activity

1 views

Config copies, upvotes, and views on AllMCPs.

Reviews

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

Frequently Asked Questions about Percept

It scans a project, recommends MCP servers based on detected signals, searches a curated server database, lists configured servers, and provides a session ROI report.

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/perceptdot-percept?style=directory)](https://allmcps.com/mcp/perceptdot-percept)

HTML Embed

<a href="https://allmcps.com/mcp/perceptdot-percept"><img src="https://allmcps.com/api/badge/perceptdot-percept?style=directory" alt="Percept on AllMCPs" /></a>

Technical Specs & Signals

CategoryMonitoring

PricingFree

10/11 checks healthy over the last 32d

52Quality signal: Good · 52/100How 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 & tools24/30

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.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 26d ago via OSV.dev · @perceptdot/core (npm)

★ Featured

AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 10,000+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

Explore Server →

Own this project?

This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge — proof is checked automatically, then reviewed by our team.

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 📊 Monitoring →Best MCP servers for Monitoring & Observability →Alternatives to Percept →Install in Claude Desktop Install in Cursor Install in VS Code

Percept

mcpdiscoverydeveloper-toolsobservability

Discovers MCP servers for a project and provides optional GA4, Vercel, GitHub, and Sentry connectors with ROI reporting.

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

Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

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

claude_desktop_config.json

{
  "mcpServers": {
    "perceptdot-percept": {
      "command": "npx",
      "args": [
        "-y",
        "@perceptdot/core"
      ]
    }
  }
}

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

Overview

Use cases

Discover MCP servers based on project dependencies, environment variables, and configuration files

Search a curated MCP server database by keyword or category

List MCP servers currently configured for a project

Inspect analytics, deployments, repositories, or error-monitoring data through optional connectors

Review session ROI and reported token savings

Key features

Project scanning and MCP server recommendations

Curated MCP server search

Configured-server listing

GA4 analytics tools

Vercel, GitHub, and Sentry connectors

Session ROI reporting

Capabilities & Tool Schemas

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

Extracted Tool Capabilities

Project scanning and MCP server recommendations

Curated MCP server search

Configured-server listing

GA4 analytics tools

Vercel, GitHub, and Sentry connectors

Session ROI reporting

Documentation Overview

perceptdot

One install. Your agent discovers the rest.

The agent discovers. The agent evaluates. The agent reports. The human just pays.

Quick Start

One command. Your agent finds the rest.

Terminal

npx -y @perceptdot/core

Add to your MCP config and restart:

config.json

{
  "mcpServers": {
    "perceptdot-core": {
      "command": "npx",
      "args": ["-y", "@perceptdot/core"]
    }
  }
}

Then ask your agent: "Discover MCP servers for this project."

What `@perceptdot/core` Does

@perceptdot/core is the discovery and recommendation layer. It scans your project and tells your agent which MCP servers are worth installing — no manual browsing of registries.

Tool	What it does	Quota
`percept_discover`	Scan project, auto-recommend MCP servers based on signals	FREE
`percept_recommend`	Search curated MCP server database by keyword or category	FREE
`percept_installed`	List all MCP servers currently configured	FREE
`percept_roi_summary`	Session ROI report for this server	—

`percept_discover` — example output

Code

Project: /my-app
Signals: 3 deps, 5 env vars, 2 configs
Recommendations:
  - @perceptdot/ga4         (NEXT_PUBLIC_GA found)       ~450 tokens/call
  - @perceptdot/vercel      (.vercel/ dir detected)      ~200 tokens/call
  - PostgreSQL Database     (DATABASE_URL found)         ~300 tokens/call
  - Stripe Payments         (STRIPE_SECRET_KEY found)    ~400 tokens/call
Savings: ~1,350 tokens/call across 4 servers

Your agent reads this output, copies the ready-made JSON configs, and tells you what to install. Zero manual research.

Available MCP Servers

`@perceptdot/core` — Discovery Layer (NEW)

Your agent's app store. Scans projects and recommends the right MCP servers automatically.

Terminal

npm install -g @perceptdot/core
# or just: npx -y @perceptdot/core

`@perceptdot/ga4` — Google Analytics 4

Real-time and historical analytics, delivered in a single tool call.

Tool	What it does	Tokens saved vs. manual
`ga4_overview`	Sessions, users, pageviews, bounce rate, avg session duration	~450
`ga4_realtime`	Active users right now + top live pages	~300
`ga4_top_pages`	Top N pages by views	~350
`ga4_events`	Event counts (clicks, conversions, signups)	~400
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/ga4

`@perceptdot/vercel` — Deployment Monitoring

Check deployment status without leaving the agent context.

Tool	What it does	Tokens saved vs. manual
`vercel_deployments`	Recent deployments with status and commit messages	~200
`vercel_latest_status`	Instant pass/fail on the most recent deploy	~150
`vercel_projects`	All projects with latest deploy state	~180
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/vercel

`@perceptdot/github` — Repository Intelligence

PRs, issues, and CI status without context switching.

Tool	What it does	Tokens saved vs. manual
`github_prs`	Open PRs with review status (up to 20)	~400
`github_pr_detail`	Full PR diff stats, approvals, file changes	~350
`github_workflows`	Recent CI/CD run status (up to 10)	~300
`github_issues`	Open issues, filterable by label	~350
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/github

`@perceptdot/sentry` — Error Monitoring

Surface errors and regressions directly in agent context.

Tool	What it does	Tokens saved vs. manual
`sentry_issues`	Recent unresolved issues by priority	~380
`sentry_issue_detail`	Full stack trace and event count	~420
`sentry_releases`	Release list with crash-free rate	~250
`percept_roi_summary`	Session ROI report	—

Terminal

npm install -g @perceptdot/sentry

60-Second Setup (All Servers)

Claude Code (~/.claude/settings.json or .mcp.json):

config.json

{
  "mcpServers": {
    "perceptdot-core": {
      "command": "npx",
      "args": ["-y", "@perceptdot/core"]
    },
    "perceptdot-ga4": {
      "command": "npx",
      "args": ["-y", "@perceptdot/ga4"],
      "env": {
        "GA4_PROPERTY_ID": "YOUR_PROPERTY_ID",
        "GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json"
      }
    },
    "perceptdot-vercel": {
      "command": "npx",
      "args": ["-y", "@perceptdot/vercel"],
      "env": {
        "VERCEL_TOKEN": "YOUR_VERCEL_TOKEN"
      }
    },
    "perceptdot-github": {
      "command": "npx",
      "args": ["-y", "@perceptdot/github"],
      "env": {
        "GITHUB_TOKEN": "YOUR_GITHUB_TOKEN",
        "GITHUB_OWNER": "your-org",
        "GITHUB_REPO": "your-repo"
      }
    },
    "perceptdot-sentry": {
      "command": "npx",
      "args": ["-y", "@perceptdot/sentry"],
      "env": {
        "SENTRY_AUTH_TOKEN": "YOUR_SENTRY_TOKEN",
        "SENTRY_ORG": "your-org",
        "SENTRY_PROJECT": "your-project"
      }
    }
  }
}

Restart your MCP client. No account required for the Free plan.

How It Works

Code

┌──────────────────────────────────────────────────────────────┐
│                        Your codebase                         │
└─────────────────────────┬────────────────────────────────────┘
                          │ MCP protocol
                          ▼
┌──────────────────────────────────────────────────────────────┐
│                  AI Agent (Claude Code,                      │
│                  Cursor, Windsurf, Cline)                    │
│                                                              │
│  New project?     ──►  percept_discover                      │
│    → scans package.json, .env, config files                  │
│    → returns: "Install @perceptdot/ga4 + Postgres MCP"       │
│                                                              │
│  Needs GA4 data?  ──►  calls ga4_overview                    │
│  Needs deploy status?  calls vercel_latest_status            │
│  Needs PR list?   ──►  calls github_prs                      │
│  End of session?  ──►  calls percept_roi_summary             │
│                            │                                 │
│                            │ "Saved 1,240 tokens today.      │
│                            │  You're on Free (200/mo).       │
│                            │  Pro coming soon: perceptdot.com"│
└────────────────────────────┼─────────────────────────────────┘
                             │
                             ▼
                        Human reads report
                        Human clicks upgrade link
                        Human pays
                        (Human never had to configure anything)

Every @perceptdot/* package tracks its own calls and token savings locally. No data leaves your machine unless you opt into Pro analytics.

ROI Tracking

Every percept_roi_summary call returns a report like this — automatically, at the end of each session:

Code

percept_roi_summary result
──────────────────────────────────────────
Session summary (2026-03-22)

Tools used:   ga4_overview × 3, vercel_latest_status × 1, github_prs × 2
Tokens saved: ~1,240  (vs. fetching manually)
Time saved:   ~4.2 min
API calls:    6

Cost saved this session: ~$0.037
Cost saved this month:   ~$1.12

→ You are on the Free plan (200 calls/mo).
  Pro and Team plans coming soon: https://perceptdot.com/#pricing
──────────────────────────────────────────

The agent computes this. The human receives it. No dashboard needed.

B2A2H — A New Commerce Model (Coined by perceptdot)

B2A2H (Business → Agent → Human) is a commerce model where AI agents evaluate, adopt, and recommend tools — and humans only approve the payment. The term was first defined by perceptdot in March 2026.

Most developer tools are built B2H (Business → Human): a human discovers, evaluates, installs, configures, and monitors a product.

B2A2H flips this:

Code

Business (perceptdot)
    ↓  publishes MCP servers on npm
Agent (Claude Code, Cursor, Windsurf)
    ↓  @perceptdot/core discovers project needs
    ↓  recommends and installs the right servers
    ↓  measures ROI automatically
    ↓  reports to human: "Saved $23 this month. $19/mo subscription. Keep it."
Human
    ↓  reads report, clicks link, pays
Done. Human never had to understand how it works.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Monitoring View all alternatives

Adoption & maintenance

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

GitHub stars

Stargazers on the source repository.

npm downloads

144

Package downloads in the last 30 days.

Last commit

2mo ago

Most recent push to the default branch.

Directory activity

1 views

Config copies, upvotes, and views on AllMCPs.

Reviews

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

Frequently Asked Questions about Percept

It scans a project, recommends MCP servers based on detected signals, searches a curated server database, lists configured servers, and provides a session ROI report.

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/perceptdot-percept?style=directory)](https://allmcps.com/mcp/perceptdot-percept)

HTML Embed

<a href="https://allmcps.com/mcp/perceptdot-percept"><img src="https://allmcps.com/api/badge/perceptdot-percept?style=directory" alt="Percept on AllMCPs" /></a>

Technical Specs & Signals

CategoryMonitoring

PricingFree

10/11 checks healthy over the last 32d

52Quality signal: Good · 52/100How 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 & tools24/30

Adoption & activity5/15

Community engagement0/10

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 26d ago via OSV.dev · @perceptdot/core (npm)

★ 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 📊 Monitoring →Best MCP servers for Monitoring & Observability →Alternatives to Percept →Install in Claude Desktop Install in Cursor Install in VS Code

Percept

Quick Install

Client Config & Setup

Overview

Use cases

Key features

Capabilities & Tool Schemas

Documentation Overview

perceptdot

Quick Start

What @perceptdot/core Does

percept_discover — example output

Available MCP Servers

@perceptdot/core — Discovery Layer (NEW)

@perceptdot/ga4 — Google Analytics 4

@perceptdot/vercel — Deployment Monitoring

@perceptdot/github — Repository Intelligence

@perceptdot/sentry — Error Monitoring

60-Second Setup (All Servers)

How It Works

ROI Tracking

B2A2H — A New Commerce Model (Coined by perceptdot)

Related MCP Servers

Adoption & maintenance

Reviews

Frequently Asked Questions about Percept

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Technical Specs & Signals

Supply-chain signal

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Percept

Quick Install

Client Config & Setup

Overview

Use cases

Key features

Capabilities & Tool Schemas

Documentation Overview

perceptdot

Quick Start

What @perceptdot/core Does

percept_discover — example output

Available MCP Servers

@perceptdot/core — Discovery Layer (NEW)

@perceptdot/ga4 — Google Analytics 4

@perceptdot/vercel — Deployment Monitoring

@perceptdot/github — Repository Intelligence

@perceptdot/sentry — Error Monitoring

60-Second Setup (All Servers)

How It Works

ROI Tracking

B2A2H — A New Commerce Model (Coined by perceptdot)

Related MCP Servers

Adoption & maintenance

Reviews

Frequently Asked Questions about Percept

AllMCPs Directory Badge

Technical Specs & Signals

Supply-chain signal

AllMCPs Server

Own this project?

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What `@perceptdot/core` Does

`percept_discover` — example output

`@perceptdot/core` — Discovery Layer (NEW)

`@perceptdot/ga4` — Google Analytics 4

`@perceptdot/vercel` — Deployment Monitoring

`@perceptdot/github` — Repository Intelligence

`@perceptdot/sentry` — Error Monitoring

What `@perceptdot/core` Does

`percept_discover` — example output

`@perceptdot/core` — Discovery Layer (NEW)

`@perceptdot/ga4` — Google Analytics 4

`@perceptdot/vercel` — Deployment Monitoring

`@perceptdot/github` — Repository Intelligence

`@perceptdot/sentry` — Error Monitoring