Is Paparats – Local Semantic Code Search MCP safe to use?

Paparats – Local Semantic Code Search MCP has an HVTrust score of 56.1/100 (Grade C), ranked #749 of 1325 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Paparats – Local Semantic Code Search MCP?

Paparats – Local Semantic Code Search MCP scores 56.1/100 on HVTracker's evidence-weighted HVTrust scale. It has 11 GitHub stars and is categorized under MCP Servers.

Paparats – Local Semantic Code Search MCP

IBazylchuk/paparats-mcp

Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.

MCP Servers TypeScript Listed MIT

Is Paparats – Local Semantic Code Search MCP safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 5.5 / 10

Provenance None

Signed commits 2%

Last push 23d ago

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In detail: Paparats – Local Semantic Code Search MCP scores 56.1/100 (Grade C), ranked #749 of 1325 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.5/10; 2% of recent commits are signed; last pushed 2026-09-03. Every point is earned from checkable signals — never paid placement. How scoring works →

How Paparats – Local Semantic Code Search MCP compares in MCP Servers

#414 Opencage Geocoding MCP 56.1 ±0
#415 Licinexus MCP 56.1 ±0
#416 Paparats – Local Semantic Code Search MCP 56.1 this agent
#417 Apollo.io 56.1 ±0
#418 Webull OpenAPI 56.1 ±0

Bars show each HVTrust score; the tick marks Paparats – Local Semantic Code Search MCP’s 56.1.

Where the 56.1 comes from

HVTrust dimensions vs the MCP Servers average

56.1 / 100 · 100.0% confidence

Paparats – Local Semantic Code Search MCP MCP Servers average (775 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

7.0 / 25

3.3 below avg 10.3

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

2.6 below avg 13.4

Transparency50% declared license · 50% OSSF Scorecard

13.2 / 17

1.0 above avg 12.2

Maintenance60% last-push freshness · 40% commit activity

15.5 / 20

3.4 above avg 12.1

AdoptionLog-scaled stars · package downloads

5.4 / 20

1.8 below avg 7.2

Quick Trust Read

What Would Improve It

Publish package provenance or release attestations for stronger supply-chain evidence.

Recent Changes

2026-09-25

Rank Moved

Rank dropped 14 spots (#744 → #758)

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependencies: OpenAI, Qdrant

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 5.5/10. Tighten the weakest checks to improve public safety evidence.

Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.

Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.

Compare with another agent Get email alerts for Paparats – Local Semantic Code Search MCP View MCP Servers Report missing data

45.5

Activity sub-score · out of 100

#416

In MCP Servers

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars

Forks

Last Push

2026-09-03

23 days ago

Commits (4 wk)

Downloads (7d)

132

npm

HN mentions (30d)

—

Open Issues

Rank Change

▲9

was #758

Analysis

Activity Inputs

45.5 / 100

StarsRepository reach

6.5 / 30

FreshnessLast push recency

21.8 / 25

ActivityRecent commits

15.7 / 25

CommunityFork signal

1.4 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

5.5 / 10

OpenSSF Scorecard · scanned Sep 18, 2026

Signed Commits

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 6

CI-Tests 5

CII-Best-Practices 0

Code-Review 0

Contributors 3

Dangerous-Workflow 10

Dependency-Update-Tool 10

Fuzzing 0

License 10

Maintained 10

Packaging 10

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 10

Common questions about Paparats – Local Semantic Code Search MCP

Paparats – Local Semantic Code Search MCP has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.

Does Paparats – Local Semantic Code Search MCP publish package provenance?

No published build provenance is currently detected for Paparats – Local Semantic Code Search MCP. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does Paparats – Local Semantic Code Search MCP have an OpenSSF Scorecard?

Paparats – Local Semantic Code Search MCP has an OpenSSF Scorecard score of 5.5/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.

Is Paparats – Local Semantic Code Search MCP actively maintained?

Maintained. Last push was 23 days ago.

What license does Paparats – Local Semantic Code Search MCP use?

Paparats – Local Semantic Code Search MCP ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are Paparats – Local Semantic Code Search MCP's commits signed?

2% of the last 100 commits to Paparats – Local Semantic Code Search MCP are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

AI agent surface

MCP, providers, tool surface

Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support

high confidence

Implemented

Paparats – Local Semantic Code Search MCP appears to expose MCP server capabilities.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

2 detected

Public provider/service dependencies detected.

Credential signal: API keys or service config markers documented.

Tool / Plugin Surface

high confidence

1 tags

Broad capability areas detected.

database

Detailed evidence is not shown in the public view.

Package Provenance Drift

high confidence

Match

Published package metadata matches the tracked repo

Detailed evidence is not shown in the public view.

MCP signal live
External deps live
Tool / plugin surface live
Package provenance drift live

How this surface has changed

Detected changes to Paparats – Local Semantic Code Search MCP's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependencies: OpenAI, Qdrant

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

Maintain Paparats – Local Semantic Code Search MCP?

For maintainers

HVTrust scores Paparats – Local Semantic Code Search MCP from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history

2026-09-25

Rank Moved

Rank dropped 14 spots (#744 → #758)

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependencies: OpenAI, Qdrant

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Grade Changed

Trust grade D → C

2026-09-23

Rank Moved

Rank rose 142 spots (#881 → #739)

2026-09-23

HVTrust Changed

HVTrust up 29.1pts (27.1 → 56.2)

2026-09-22

Newly Listed

First tracked at rank #881

2026-09-21

Removed From Active Tracking

Removed from active tracking

2026-09-20

Rank Moved

Rank dropped 19 spots (#707 → #726)

2026-09-16

Rank Moved

Rank dropped 23 spots (#681 → #704)

2026-09-15

Rank Moved

Rank dropped 10 spots (#671 → #681)

2026-09-11

Rank Moved

Rank dropped 11 spots (#658 → #669)

2026-09-09

Rank Moved

Rank dropped 10 spots (#644 → #654)

2026-09-07

Rank Moved

Rank dropped 42 spots (#594 → #636)

2026-09-06

Rank Moved

Rank dropped 13 spots (#581 → #594)

2026-09-05

Rank Moved

Rank dropped 73 spots (#508 → #581)

2026-09-04

Rank Moved

Rank dropped 26 spots (#482 → #508)

2026-09-02

Grade Changed

Trust grade D → C

2026-09-02

Rank Moved

Rank rose 521 spots (#1000 → #479)

2026-09-02

HVTrust Changed

HVTrust up 21.1pts (36.9 → 58.0)

2026-09-01

Rank Moved

Rank dropped 44 spots (#956 → #1000)

2026-08-31

Rank Moved

Rank dropped 30 spots (#926 → #956)

2026-08-30

Scorecard Added

OSSF Scorecard: 4.7/10

2026-08-30

Rank Moved

Rank rose 248 spots (#1174 → #926)

2026-08-30

HVTrust Changed

HVTrust up 16.3pts (20.6 → 36.9)

2026-08-30

Activity Score Changed

Activity score down 5pts (50 → 45)

2026-08-29

Rank Moved

Rank dropped 34 spots (#1140 → #1174)

2026-08-28

Rank Moved

Rank dropped 25 spots (#1115 → #1140)

2026-08-27

Rank Moved

Rank dropped 16 spots (#1099 → #1115)

2026-08-26

Rank Moved

Rank dropped 70 spots (#1029 → #1099)

2026-08-19

Rank Moved

Rank dropped 10 spots (#1012 → #1022)

2026-08-16

Rank Moved

Rank dropped 39 spots (#984 → #1023)

2026-08-13

Rank Moved

Rank dropped 10 spots (#978 → #988)

2026-08-12

Rank Moved

Rank rose 19 spots (#997 → #978)

2026-08-10

Rank Moved

Rank dropped 55 spots (#938 → #993)

2026-08-08

Newly Listed

First tracked at rank #923

GitHub → npm: @paparats/cli

Embed Badge Badge guide for maintainers →

For maintainers

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Other agents in MCP Servers

Data sources
GitHub REST API (repo, commits, stars, forks, license) · npm Registry (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON