Pricing

$10.00/month + usage

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MCP Server Directory Scraper: MCP Discovery Export

Try Actor

Aggregate public MCP server listings from Glama.ai, PulseMCP, and mcp.so into one deduplicated dataset.

Pricing

$10.00/month + usage

Rating

0.0

(0)

Developer

Kris Jensen

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Developer tools

MCP servers

Scraping Mode

mode

Required

How to discover MCP servers to scrape.

Type:string

Default:all

Options:

allsourceurlssearch

Source Directory

source

Optional

Which directory to scrape (only used in 'source' mode).

Type:string

Default:glama

Options:

glamapulsemcpmcpso

Server Page URLs

urls

Optional

Direct URLs to specific MCP server pages from any of the 3 supported directories. One URL per line.

Type:string[]

Search Query

searchQuery

Optional

Keyword to search for MCP servers (only used in 'search' mode). Searches public URL slugs/server names from supported directories.

Type:string

Default:

Maximum Servers

maxServers

Optional

Maximum number of servers to return. Use 5 to 50 for testing before scaling. Large crawls across all directories can be expensive.

Type:integer

Minimum:1

Maximum:50000

Default:5

Deduplicate Across Sources

deduplicate

Optional

When scraping from multiple sources, merge duplicate servers into single records with combined data. Matching is done by GitHub URL or normalized server name + author.

Type:boolean

Default:true

Compute Quality Scores

computeQualityScores

Optional

Add GitHub/npm quality fields such as qualityScore, stars, forks, commit recency, license, archive status, and npm downloads. Leave off for fast first runs.

Type:boolean

Default:false

GitHub Token (optional)

githubToken

Optional

Optional GitHub personal access token for quality scoring. For best security, prefer setting GITHUB_TOKEN as a secret environment variable in Apify Console. Without a token, quality scoring is intentionally slow due to GitHub rate limits.

Type:string

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