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Code Synapse — Fit Repo Finder vs Paparats – Local Semantic Code Search MCP

Code Synapse — Fit Repo Finder is an MCP server published by leewaystudio.com. Marketplaces we read that list it: 1 (Official MCP Registry). Paparats – Local Semantic Code Search MCP is an MCP server published by IBazylchuk. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. 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
MarketplaceCode Synapse — Fit Repo FinderPaparats – Local Semantic Code Search MCP
Official MCP Registry Listed
Version: 0.4.2
No figure published
Not marked · First seen
Listed
Version: 2.9.0
Downloads/month (npm): 808
Downloads/week (npm): 343
Forks (GitHub): 1
Stars (GitHub): 11
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

Code Synapse — Fit Repo Finder vs Paparats – Local Semantic Code Search MCP
FactCode Synapse — Fit Repo FinderPaparats – Local Semantic Code Search MCP
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub11
Forks (GitHub) (differs)No figure on GitHub1
Last release (differs)Not published2026-10-13
Where it runs (differs)Remote server (code-synapse-mcp.leewaystudio.com/mcp)On your machine (@paparats/cli)
TransportStreamable HTTPStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
Repository (differs)Not statedgithub.com/ibazylchuk/paparats-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 28 h agono remote endpoint we check

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

Code Synapse — Fit Repo Finder

In its own words, on Official MCP Registry:

Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.

Paparats – Local Semantic Code Search MCP

In its own words, on Official MCP Registry:

Local-first semantic code search across all your repos. Private context for AI coding assistants.

How to run each

Code Synapse — Fit Repo Finder As a remote MCP server

Claude Code
claude mcp add --transport http code-synapse https://code-synapse-mcp.leewaystudio.com/mcp

Paparats – Local Semantic Code Search MCP

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 Code Synapse — Fit Repo Finder 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: Code Synapse — Fit Repo Finder · What it can do: Paparats – Local Semantic Code Search MCP · Compare two other plugins

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