Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
MCP server for fetching web resources with content extraction and anti-bot bypass.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
FIRECRAWL_API_KEY, BRIGHTDATA_API_KEY, STRATEGY_CONFIG_PATH, OPTIMIZE_FOR, MCP_RESOURCE_STORAGE, MCP_RESOURCE_FILESYSTEM_ROOT, SKIP_HEALTH_CHECKS, LLM_PROVIDER, LLM_API_KEY, LLM_API_BASE_URL, LLM_MODELAls geheim markierte Werte sind Schlüssel zu deinem Konto. Gib sie nie weiter und füge sie nie in einen Chat ein.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Öffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"pulse-fetch": {
"command": "npx",
"args": [
"-y",
"@pulsemcp/pulse-fetch"
],
"env": {
"FIRECRAWL_API_KEY": "your-value",
"BRIGHTDATA_API_KEY": "your-value",
"STRATEGY_CONFIG_PATH": "your-value",
"OPTIMIZE_FOR": "your-value",
"MCP_RESOURCE_STORAGE": "your-value",
"MCP_RESOURCE_FILESYSTEM_ROOT": "your-value",
"SKIP_HEALTH_CHECKS": "your-value",
"LLM_PROVIDER": "your-value",
"LLM_API_KEY": "your-value",
"LLM_API_BASE_URL": "your-value",
"LLM_MODEL": "your-value"
}
}
}
}Führe das in deinem Terminal aus
claude mcp add pulse-fetch --env FIRECRAWL_API_KEY=your-value --env BRIGHTDATA_API_KEY=your-value --env STRATEGY_CONFIG_PATH=your-value --env OPTIMIZE_FOR=your-value --env MCP_RESOURCE_STORAGE=your-value --env MCP_RESOURCE_FILESYSTEM_ROOT=your-value --env SKIP_HEALTH_CHECKS=your-value --env LLM_PROVIDER=your-value --env LLM_API_KEY=your-value --env LLM_API_BASE_URL=your-value --env LLM_MODEL=your-value -- npx -y @pulsemcp/pulse-fetchTrag die leeren Werte ein, bevor du ihn startest.
In .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"pulse-fetch": {
"command": "npx",
"args": [
"-y",
"@pulsemcp/pulse-fetch"
],
"env": {
"FIRECRAWL_API_KEY": "your-value",
"BRIGHTDATA_API_KEY": "your-value",
"STRATEGY_CONFIG_PATH": "your-value",
"OPTIMIZE_FOR": "your-value",
"MCP_RESOURCE_STORAGE": "your-value",
"MCP_RESOURCE_FILESYSTEM_ROOT": "your-value",
"SKIP_HEALTH_CHECKS": "your-value",
"LLM_PROVIDER": "your-value",
"LLM_API_KEY": "your-value",
"LLM_API_BASE_URL": "your-value",
"LLM_MODEL": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"pulse-fetch": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@pulsemcp/pulse-fetch"
],
"env": {
"FIRECRAWL_API_KEY": "your-value",
"BRIGHTDATA_API_KEY": "your-value",
"STRATEGY_CONFIG_PATH": "your-value",
"OPTIMIZE_FOR": "your-value",
"MCP_RESOURCE_STORAGE": "your-value",
"MCP_RESOURCE_FILESYSTEM_ROOT": "your-value",
"SKIP_HEALTH_CHECKS": "your-value",
"LLM_PROVIDER": "your-value",
"LLM_API_KEY": "your-value",
"LLM_API_BASE_URL": "your-value",
"LLM_MODEL": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
STRATEGY_CONFIG_PATH envOPTIMIZE_FOR envMCP_RESOURCE_STORAGE envMCP_RESOURCE_FILESYSTEM_ROOT envSKIP_HEALTH_CHECKS envLLM_PROVIDER envLLM_API_BASE_URL envLLM_MODEL envDiese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde über die Domain pulsemcp.com bestätigt (die Registry prüft, wem die Domain gehört)
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Das musst du eintragen: FIRECRAWL_API_KEY, BRIGHTDATA_API_KEY, LLM_API_KEY
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.3.3) kam vor 5 Monaten in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Node.js auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, FactLot
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
Haven't heard about MCP yet? The easiest way to keep up-to-date is to read our weekly newsletter at PulseMCP.
This is an MCP (Model Context Protocol) Server that pulls specific resources from the open internet into context, designed for agent-building frameworks and MCP clients that lack built-in fetch capabilities.
Pulse Fetch is purpose-built for extracting clean, structured content from web pages while minimizing token usage and providing reliable access to protected content through advanced anti-bot bypassing capabilities.
This project is built and maintained by PulseMCP.
Clean content extraction: Strips out HTML noise using Mozilla's Readability algorithm to minimize token usage during MCP Tool calls.
Intelligent caching: Automatically caches scraped content as MCP Resources. Subsequent requests for the same URL return cached content instantly without network calls, dramatically improving performance.
Anti-bot bypass: Integrates with Firecrawl and BrightData APIs to reliably work around anti-scraping technology.
Smart strategy selection: Automatically learns and applies the best scraping method for specific URL patterns, improving performance over time.
LLM-optimized: Offers MCP Prompts and descriptive Tool design for better LLM interaction reliability.
Flexible formats: Supports multiple output formats including clean markdown, HTML, screenshots, and structured data extraction.
Intelligent extraction: Extract specific information using natural language queries powered by LLMs.
This server is built and tested on macOS with Claude Desktop. It should work with other MCP clients as well.
| Tool Name | Description |
|---|---|
scrape | Scrape a single webpage with advanced content extraction options and multiple output formats. |
scrape tool handles all web content extraction needs and automatically bypasses anti-bot protection when necessaryresultHandling parameter:saveAndReturn (default): Saves content as MCP Resource AND returns it - best for reusereturnOnly: Returns content without saving - use when you only need content oncesaveOnly: Saves content as MCP Resource, returns only resource link - efficient for large contentforceRescrape: true to bypass the cache and get fresh content when you know the page has changedmaxChars and startIndex parameters to handle large content that exceeds token limitsextract parameter with natural language queries to extract specific information from pages (requires LLM configuration)User: "Get the main content from this article: https://example.com/article"
Assistant: I'll extract the content from that article for you.
[Uses scrape tool with onlyMainContent: true]
I've extracted the main article content. The article is titled "Example Article Title" and contains approximately 2,500 words discussing...
User: "Extract the product information from this e-commerce page: https://shop.example.com/product/123"
Assistant: I'll extract the structured product data from that page.
[Uses scrape tool with format: 'extract' and appropriate schema]
I've extracted the product information:
User: "This page is blocking me with CAPTCHA. Can you get the content from https://protected.example.com/data"
Assistant: I'll extract the content from that protected page for you.
[Uses scrape tool with automatic anti-bot bypass]
I successfully bypassed the protection and extracted the content from the page using BrightData's Web Unlocker capabilities.
User: "Get the content from https://example.com/article again"
Assistant: I'll retrieve that content for you.
[Uses scrape tool - automatically returns cached content]
I've retrieved the content from cache (originally scraped 2 hours ago). The article contains...
User: "Actually, I think that article was updated. Can you get the latest version?" Assistant: I'll fetch a fresh copy of the article for you.
[Uses scrape tool with forceRescrape: true]
I've fetched the latest version of the article. I can see it was indeed updated with new information about...
User: "I need to archive this entire article: https://example.com/long-article"
Assistant: I'll save that article as a resource for you.
[Uses scrape tool with resultHandling: 'saveOnly']
I've successfully archived the article. It's now saved as an MCP Resource that you can access later.
User: "Can you extract just the summary from https://example.com/report without saving it?" Assistant: I'll extract just the summary without saving the full content.
[Uses scrape tool with resultHandling: 'returnOnly' and extract parameter]
Here's the summary I extracted from the report: [summary content]
If our Design Principles resonate with you, you should consider using our server.
The official reference implementation of fetch is the closest alternative. However:
fetch has no mechanisms for bypassing anti-scraping technology, meaning attempts may randomly fail. We integrate with third-party services for reliable access.fetch is maintained by volunteers, so bugs or edge cases are less likely to be addressed quickly.Pulse Fetch caches responses as Resources, allowing easy inspection and re-use of Tool call outcomes.Pulse Fetch has more descriptive Tool design that more reliably triggers and completes desired tasks.Most other alternatives fall short on one or more vectors:
| Environment Variable | Description | Required | Default Value | Example |
|---|---|---|---|---|
FIRECRAWL_API_KEY | API key for Firecrawl service to bypass anti-bot measures | No | N/A | fc-abc123... |
BRIGHTDATA_API_KEY | Bearer token for BrightData Web Unlocker service | No | N/A | Bearer bd_abc123... |
STRATEGY_CONFIG_PATH | Path to markdown file containing scraping strategy configuration | No | OS temp dir | /path/to/scraping-strategies.md |
OPTIMIZE_FOR | Optimization strategy for scraping: cost or speed | No | cost | speed |
MCP_RESOURCE_STORAGE | Storage backend for saved resources: memory or filesystem | No | memory | filesystem |
MCP_RESOURCE_FILESYSTEM_ROOT | Directory for filesystem storage (only used with filesystem type) | No | /tmp/pulse-fetch/resources | /home/user/mcp-resources |
SKIP_HEALTH_CHECKS | Skip API authentication health checks at startup | No | false | true |
The extract feature provides an alternative to MCP's native sampling capability for clients that don't support it. When configured, it enables intelligent information extraction from scraped content using LLMs. If neither LLM configuration nor MCP sampling is available, the extract parameter will not be shown in the tool.
| Environment Variable | Description | Required | Default Value | Example |
|---|---|---|---|---|
LLM_PROVIDER | LLM provider: anthropic, openai, openai-compatible | No | N/A | anthropic |
LLM_API_KEY | API key for the chosen LLM provider | No | N/A | sk-abc123... |
LLM_API_BASE_URL | Base URL for OpenAI-compatible providers | No | N/A | https://api.together.xyz/v1 |
LLM_MODEL | Specific model to use for extraction | No | See defaults below | gpt-4-turbo |
Default Models:
claude-sonnet-4-20250514 (Claude Sonnet 4 - latest and most capable)gpt-4.1-mini (GPT-4.1 Mini - latest and most capable)You'll need Node.js installed on your machine to run the local version.
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
Add this configuration to your Claude Desktop config file:
Minimal configuration (uses native fetch only):
{
"mcpServers": { "pulse-fetch": { "command": "npx", "args": ["-y", "@pulsemcp/pulse-fetch"] } } }
Full configuration (with all optional environment variables):
{
"mcpServers": { "pulse-fetch": { "command": "npx", "args": ["-y", "@pulsemcp/pulse-fetch"], "env": { "FIRECRAWL_API_KEY": "your-firecrawl-api-key", "BRIGHTDATA_API_KEY": "your-brightdata-bearer-token", "STRATEGY_CONFIG_PATH": "/path/to/your/scraping-strategies.md", "OPTIMIZE_FOR": "cost", "MCP_RESOURCE_STORAGE": "filesystem", "MCP_RESOURCE_FILESYSTEM_ROOT": "/path/to/resource/storage" } } } }
To set up the local version:
cd pulse-fetch/localnpm installnpm run buildNur der Anfang wird gezeigt; den Rest findest du im Repo