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Comparison

OpenMesh vs Algorithm Finder

OpenMesh is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). Algorithm Finder is an MCP server published by pipeworx-io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceOpenMeshAlgorithm Finder
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.1
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

OpenMesh vs Algorithm Finder
FactOpenMeshAlgorithm Finder
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub0
Forks (GitHub) (differs)No figure on GitHub0
Last release (differs)Not published2026-10-13
Where it runs (differs)Remote server (api.openmesh.dev/mcp)Remote server (gateway.pipeworx.io/algorithm-finder/mcp)
TransportStreamable HTTPStreamable HTTP
Tools it declares (differs)4Not published
Environment variables it asks forNot publishedNot published
Licence (differs)Apache-2.0Not stated
Repository (differs)Not statedgithub.com/pipeworx-io/mcp-algorithm-finder
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Not responding since 2026-10-13Responded 14 h ago

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

OpenMesh

In its own words, on Docker MCP Catalog:

Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.

Algorithm Finder

In its own words, on Official MCP Registry:

Algorithm Finder MCP — which algorithm, data structure or technique fits a computational problem…

How to run each

OpenMesh As a remote MCP server

Claude Code
claude mcp add --transport http openmesh https://api.openmesh.dev/mcp

Algorithm Finder As a remote MCP server

Claude Code
claude mcp add --transport http algorithm-finder https://gateway.pipeworx.io/algorithm-finder/mcp

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

Only the endpoint of Algorithm Finder responded at the last daily check. How we check endpoints

Tools each declares

Only OpenMesh has

  • call_service
  • discover_service
  • get_alternative
  • report_experience

Only Algorithm Finder has

  • ai_visibility_check
  • algorithm_compare
  • algorithm_find
  • algorithm_implementations
  • algorithm_lookup
  • archive_compare
  • archive_evidence
  • ask_pipeworx
  • ask_pipeworx_beta
  • ask_pipeworx_grounded
  • bet_research
  • classify_row
Show the remaining 32
  • company_facts
  • compare_entities
  • deep_research
  • discover_tools
  • entity_profile
  • forget
  • generate_llms_txt
  • kalshi_weather_edge
  • list_subscriptions
  • pipeworx_feedback
  • pipeworx_trending
  • polymarket_arbitrage
  • polymarket_edge_tracker
  • polymarket_edges
  • polymarket_fill_risk
  • polymarket_kalshi_spread
  • recall
  • recent_alerts
  • recent_changes
  • release_calendar_markets
  • remember
  • research_row
  • resolution_audit
  • resolution_diff
  • resolve_entity
  • scan_competitor_ai_presence
  • scan_dependency
  • search_within
  • subscribe
  • suggest_questions
  • unsubscribe
  • validate_claim

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (Algorithm Finder as of 2026-10-14). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

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

What it can do: OpenMesh · What it can do: Algorithm Finder · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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