Paparats MCP: Self-Hosted Semantic Code Search
Rank #13,465io.github.IBazylchuk/paparats-mcp
Self-hosted semantic code search MCP for Claude Code & Cursor. Multi-repo, AST-aware, stays local.
What you can do with Paparats MCP: Self-Hosted Semantic Code Search
Paparats MCP: Self-Hosted Semantic Code Search is a Model Context Protocol (MCP) server published by ibazylchuk. It ranks #13,465 of 171,126 active servers on MCP Toplist, and its repository has 35 GitHub stars. Paparats MCP: Self-Hosted Semantic Code Search is listed across 3 registries — Official MCP, PulseMCP and Glama, with 109 tracked versions. It was first listed on Feb 8, 2026 and most recently updated on Nov 4, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Paparats MCP: Self-Hosted Semantic Code Search can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Paparats MCP: Self-Hosted Semantic Code Search
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 7, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Paparats MCP: Self-Hosted Semantic Code Search and confirm it works
claude mcp add paparats-mcp -- npx -y @paparats/cli[mcp_servers.paparats-mcp]
command = "npx"
args = ["-y", "@paparats/cli"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"paparats-mcp": {
"command": "npx",
"args": [
"-y",
"@paparats/cli"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"paparats-mcp": {
"command": "npx",
"args": [
"-y",
"@paparats/cli"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"paparats-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@paparats/cli"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"paparats-mcp": {
"command": "npx",
"args": [
"-y",
"@paparats/cli"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"paparats-mcp": {
"command": "npx",
"args": [
"-y",
"@paparats/cli"
]
}
}
}After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Paparats MCP: Self-Hosted Semantic Code Searchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 8, 2026
- Latest version published
- Nov 4, 2026
- Version history
- 109 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 7, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 7, 2026
- Official MCP ↗listed since Apr 25, 2026 · still listed
- PulseMCP ↗listed since May 22, 2026 · still listed
- Glama ↗listed since Jun 12, 2026 · still listed
Do you maintain Paparats MCP: Self-Hosted Semantic Code Search? to correct or enrich this profile.
Available versions (109)
| Version | Published |
|---|---|
| 2.18.2 | Nov 4, 2026 |
| 2.18.1 | Nov 2, 2026 |
| 2.18.0 | Nov 2, 2026 |
| 2.17.0 | Oct 31, 2026 |
| 2.16.9 | Oct 30, 2026 |
| 2.16.8 | Oct 30, 2026 |
| 2.16.7 | Oct 29, 2026 |
| 2.16.6 | Oct 29, 2026 |
| 2.16.5 | Oct 29, 2026 |
| 2.16.4 | Oct 29, 2026 |
| 2.16.3 | Oct 28, 2026 |
| 2.16.2 | Oct 28, 2026 |
| 2.16.1 | Oct 28, 2026 |
| 2.16.0 | Oct 27, 2026 |
| 2.15.4 | Oct 27, 2026 |
| 2.15.3 | Oct 27, 2026 |
| 2.15.2 | Oct 26, 2026 |
| 2.15.1 | Oct 26, 2026 |
| 2.15.0 | Oct 26, 2026 |
| 2.14.1 | Oct 26, 2026 |
| 2.14.0 | Oct 26, 2026 |
| 2.12.1 | Oct 25, 2026 |
| 2.12.0 | Oct 25, 2026 |
| 2.11.3 | Oct 25, 2026 |
| 2.11.2 | Oct 24, 2026 |
| 2.11.1 | Oct 24, 2026 |
| 2.11.0 | Oct 24, 2026 |
| 2.10.0 | Oct 24, 2026 |
| 2.9.1 | Oct 24, 2026 |
| 2.9.0 | Oct 13, 2026 |
| 2.8.0 | Oct 7, 2026 |
| 2.7.0 | Sep 3, 2026 |
| 2.6.2 | Sep 2, 2026 |
| 2.6.1 | Sep 2, 2026 |
| 2.6.0 | Aug 3, 2026 |
| 2.5.0 | Aug 3, 2026 |
| 2.4.6 | Aug 3, 2026 |
| 2.4.5 | Jul 31, 2026 |
| 2.4.4 | Jul 31, 2026 |
| 2.4.3 | Jul 31, 2026 |
| 2.4.1 | Jul 30, 2026 |
| 2.3.2 | Jul 30, 2026 |
| 2.3.1 | Jul 30, 2026 |
| 2.3.0 | Jul 24, 2026 |
| 2.2.0 | Jul 21, 2026 |
| 2.1.1 | Jul 18, 2026 |
| 2.1.0 | Jul 17, 2026 |
| 2.0.3 | Jul 17, 2026 |
| 2.0.1 | Jul 17, 2026 |
| 2.0.0 | Jul 16, 2026 |
| 1.7.9 | Jul 15, 2026 |
| 1.7.8 | Jul 15, 2026 |
| 1.7.7 | Jul 15, 2026 |
| 1.7.6 | Jul 15, 2026 |
| 1.7.5 | Jul 15, 2026 |
| 1.7.4 | Jul 15, 2026 |
| 1.7.3 | Jul 15, 2026 |
| 1.7.2 | Jul 15, 2026 |
| 1.7.0 | Jul 15, 2026 |
| 1.6.0 | Jul 14, 2026 |
| 1.5.0 | Jul 9, 2026 |
| 1.3.2 | Jun 10, 2026 |
| 1.3.1 | Jun 8, 2026 |
| 1.3.0 | May 25, 2026 |
| 1.2.0 | May 25, 2026 |
| 1.1.0 | May 24, 2026 |
| 1.0.2 | May 24, 2026 |
| 1.0.1 | May 24, 2026 |
| 1.0.0 | May 24, 2026 |
| 0.11.0 | May 24, 2026 |
| 0.10.2 | May 23, 2026 |
| 0.10.1 | May 23, 2026 |
| 0.10.0 | May 23, 2026 |
| 0.9.2 | May 21, 2026 |
| 0.9.1 | May 20, 2026 |
| 0.9.0 | May 18, 2026 |
| 0.8.1 | May 18, 2026 |
| 0.8.0 | May 17, 2026 |
| 0.6.0 | May 16, 2026 |
| 0.5.1 | May 16, 2026 |
| 0.4.0 | May 15, 2026 |
| 0.3.1 | May 11, 2026 |
| 0.2.24 | Apr 23, 2026 |
| 0.2.23 | Apr 15, 2026 |
| 0.2.22 | Apr 7, 2026 |
| 0.2.21 | Apr 7, 2026 |
| 0.2.20 | Apr 7, 2026 |
| 0.2.18 | Mar 30, 2026 |
| 0.2.17 | Mar 30, 2026 |
| 0.2.16 | Mar 30, 2026 |
| 0.2.15 | Mar 30, 2026 |
| 0.2.14 | Feb 27, 2026 |
| 0.2.13 | Feb 27, 2026 |
| 0.2.12 | Feb 27, 2026 |
| 0.2.11 | Feb 25, 2026 |
| 0.2.10 | Feb 25, 2026 |
| 0.2.9 | Feb 25, 2026 |
| 0.2.8 | Feb 25, 2026 |
| 0.2.7 | Feb 25, 2026 |
| 0.2.6 | Feb 25, 2026 |
| 0.2.5 | Feb 25, 2026 |
| 0.2.4 | Feb 25, 2026 |
| 0.2.3 | Feb 24, 2026 |
| 0.2.2 | Feb 24, 2026 |
| 0.2.1 | Feb 24, 2026 |
| 0.1.10 | Feb 16, 2026 |
| 0.1.9 | Feb 10, 2026 |
| 0.1.6 | Feb 10, 2026 |
| 0.1.0 | Nov 25, 2024 |
Ranks ahead of 157,661 of 171,126 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.IBazylchuk%2Fpaparats-mcp)<a href="https://mcptoplist.com/server/io.github.IBazylchuk%2Fpaparats-mcp"><img src="https://mcptoplist.com/badge/io.github.IBazylchuk%2Fpaparats-mcp.svg" alt="MCP Toplist: Top 10% of 171,126" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Paparats MCP: Self-Hosted Semantic Code Search?
- Paparats MCP: Self-Hosted Semantic Code Search is maintained by ibazylchuk, which publishes 2 MCP servers (111 total versions) tracked on MCP Toplist.
- Is Paparats MCP: Self-Hosted Semantic Code Search listed on the Official MCP Registry?
- Yes — Paparats MCP: Self-Hosted Semantic Code Search is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does Paparats MCP: Self-Hosted Semantic Code Search have?
- MCP Toplist tracks 109 versions of Paparats MCP: Self-Hosted Semantic Code Search, most recently published on Nov 4, 2026.
- Where can I find the source code for Paparats MCP: Self-Hosted Semantic Code Search?
- The source code for Paparats MCP: Self-Hosted Semantic Code Search is hosted at github.com/ibazylchuk/paparats-mcp/tree/HEAD/packages/server.
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