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abm-dev vs Forage - MCP Server for AI Agents

abm-dev is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.

abm-dev is a plugin bundle for AI coding tools published by abm.dev. No marketplace we read lists it any more. Forage - MCP Server for AI Agents is an MCP server published by ErnestaLabs. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceabm-devForage - MCP Server for AI Agents
Community marketplace abm-dev-git/abm-mcp Removed on 2026-10-16
Version: 0.1.0-47ab19d9
Forks (GitHub): 1
Stars (GitHub): 1
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.2
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

abm-dev vs Forage - MCP Server for AI Agents
Factabm-devno longer listed · Forage - MCP Server for AI Agents
Marketplaces that list it (differs)01
Stars (GitHub) (differs)10
Forks (GitHub) (differs)10
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.abm.dev/mcp)Remote server (ernesta-labs--forage.apify.actor)
TransportStreamable HTTPStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)2Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/abm-dev-git/abm-mcpgithub.com/ernestalabs/web-intelligence-mcp
Changes in the last 7 days (differs)40
First seen (differs)2026-10-122026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 5 days ago, requires a key

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of abm-dev

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • apollo

    Prospect, enrich leads, and bulk-load outreach sequences with Apollo.io. Includes 3 powerful skills: enrich-lead, prospect, and sequence-load for complete sales automation.

    by MSApps-Mobile · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • saleshandy

    Saleshandy prospecting and enrichment for Claude Code — natural-language ICP search and one-shot lead enrichment, wired through the Saleshandy MCP server.

    by saleshandy · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Apollo.io

    Prospect, enrich leads, and load outreach sequences with Apollo.io — one-click MCP server integration for Claude Code and Cowork.

    by Apollo.io · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • apollo

    Prospect, enrich leads, load outreach sequences, and query sales analytics with Apollo.io — one-click MCP server integration for Claude Code and Cowork.

    by apolloio · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Amplemarket

    Search people and companies, enrich leads, run sequences.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Apollo.io MCP Server

    Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach workflows

    by Inferensys · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

abm-dev

In its own words, on Community GitHub marketplaces:

Enrich B2B people & companies with cited multi-source data (verified work emails, LinkedIn, firmographics, AI research), search/source people at target accounts, and write results back to your CRM. Bundles the abm.dev skill and the MCP connector — zero-paste install.

Forage - MCP Server for AI Agents

In its own words, on Official MCP Registry:

Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.

How to run each

abm-dev

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Forage - MCP Server for AI Agents

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only Forage - MCP Server for AI Agents has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: abm-dev · What it can do: Forage - MCP Server for AI Agents · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built