Paparats MCP: Self-Hosted Semantic Code Search
Self-hosted semantic code search MCP for Claude Code & Cursor.
Connector by IBazylchuk · GitHub account verified by the MCP Registry
Chalk Labs
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About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.
- Tools
- 23 read · 4 write · 3 delete
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Node.js package
Tools by what they do 30
Read from the source code; the running server may list different tools.
Read 23 · Look things up without changing anything.
arch_contextarch_listarch_suggest_componentscross_project_shareexplain_featurefailed_chunksfind_usagesget_chunkget_chunk_metaget_documenthealth_checkimpact_analysis
Show 11 more tools
list_projectsrecent_changesretry_ratesearch_changessearch_codesearch_docsslowest_searchesterm_listterm_searchtoken_savings_reporttop_queries
Write 4 · Create, change, send or run things.
arch_record_componentarch_record_decisionarch_record_lessonterm_record
Delete 3 · Delete, drop, revoke or wipe things.
arch_deletedelete_projectterm_delete
Network hosts it talks to 3
api.openai.com· found in codeapi.voyageai.com· found in codehost.docker.internal· found in code
Files it touches
- Your home directory (~)
- Any path the agent passes to its tools
Tools (30)
Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].
arch_contextread-onlyDescription is built at runtime.
arch_deleteDescription is built at runtime.
arch_listread-onlyDescription is built at runtime.
arch_record_componentDescription is built at runtime.
arch_record_decisionDescription is built at runtime.
arch_record_lessonDescription is built at runtime.
arch_suggest_componentsread-onlyDescription is built at runtime.
cross_project_shareCross-Project Shareread-onlyPer-user-per-anchor-project share of results that came from OTHER projects in the same group. Detects noisy cross-project search.
delete_projectDescription is built at runtime.
explain_featureread-onlyDescription is built at runtime.
failed_chunksFailed Chunksread-onlyAggregated chunking errors during indexing (AST failures, regex fallbacks, binary files).
find_usagesread-onlyDescription is built at runtime.
get_chunkread-onlyDescription is built at runtime.
get_chunk_metaread-onlyDescription is built at runtime.
get_documentread-onlyDescription is built at runtime.
Show 15 more tools
health_checkread-onlyDescription is built at runtime.
impact_analysisread-onlyDescription is built at runtime.
list_projectsread-onlyDescription is built at runtime.
recent_changesread-onlyDescription is built at runtime.
retry_rateRetry Rateread-onlyReformulation rate per user: searches followed by another search within a window with no chunk_fetches in between.
search_changesread-onlyDescription is built at runtime.
search_coderead-onlyDescription is built at runtime.
search_docsread-onlyDescription is built at runtime.
slowest_searchesSlowest Searchesread-onlySlowest individual searches in the period.
term_deleteDescription is built at runtime.
term_listread-onlyDescription is built at runtime.
term_recordDescription is built at runtime.
term_searchread-onlyDescription is built at runtime.
token_savings_reportToken Savings Reportread-onlyToken-savings estimates: naive baseline vs. search-only vs. actually-consumed (uses chunk_fetches correlation).
top_queriesTop Queriesread-onlyMost-frequent queries by query_hash with one example, count, avg latency, avg result count.
Signals
- Stars
- 11
- Forks
- 1
- Open issues
- 0
- Weekly downloads
- 81
- Last commit (this folder)
- Oct 13, 2026 (17 days ago)
- Last release
- Oct 25, 2026 (5 days ago)
- Last package publish
- Oct 13, 2026 (17 days ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Registry name
io.github.IBazylchuk/paparats-mcp- Version
- 2.12.1
- Auth
- No auth
- Packages
- npm @paparats/cli
- License
- MIT
- Repository
- github.com/IBazylchuk/paparats-mcp
- First seen
- Oct 24, 2026
- Last checked
- Oct 26, 2026
Done for you
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Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
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- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
Paparats MCP: Self-Hosted Semantic Code Search. Agent Mart. https://agentmart.dev/connectors/ibazylchuk-paparats-mcp (last updated 2026-10-26)