mcp-agent

Build effective agents using Model Context Protocol and simple workflow patterns

Agent Frameworks Python Grade D Listed Apache-2.0
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Listing state
Listed
HVTrust
23.4/100 · Grade D
Evidence coverage
Grade C · 2/5 signals
Last push
2026-01-25 · 178d ago
Recent change
Rank

Is mcp-agent safe? mcp-agent scores 23.4/100 (Grade D), ranked #410 of 418 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; no OSSF Scorecard result yet; 72% of recent commits are signed; last pushed 2026-01-25. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
23.4/100 · Grade D
Strongest Signal
Adoption
14.6/20
Weakest Signal
Maintenance
0.1/20
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-07-15
Rank Moved
Rank dropped 17 spots (#390 → #407)
2026-07-14
Rank Moved
Rank dropped 29 spots (#361 → #390)
2026-07-13
Rank Moved
Rank dropped 39 spots (#322 → #361)
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Refresh maintenance signals The repo was last pushed 178 days ago. Fresh activity helps separate stable projects from stale ones.
37.6
Activity Score · out of 100
23.4
HVTrust Score · out of 100
#410
Global Rank · of 418
#85

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-07-22 22:03 UTC · Repo last pushed 178 days ago

Rank Trend

2026-07-05 2026-07-22

Activity & Reach

Stars
8.5k
Forks
864
Last Push
2026-01-25
178 days ago
Commits (4 wk)
0
Downloads (7d)
7,548
pypi
HN mentions (30d)
Open Issues
81
Rank Change
▼1
was #409

Analysis

HVTrust Dimensions

23.4 / 100 · 67.0% confidence
Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
3.6 / 25
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
Transparency50% declared license · 50% OSSF Scorecard
8.5 / 17
Maintenance60% last-push freshness · 40% commit activity
0.1 / 20
Adoption60% stars · 40% downloads, log-scaled
14.6 / 20

Activity Inputs

37.6 / 100
StarsRepository reach
23.6 / 30
FreshnessLast push recency
0.3 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
13.7 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
Not available
Signed Commits
72%
of last 100 commits verified

Is mcp-agent safe?

Public trust evidence for mcp-agent is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does mcp-agent publish package provenance?
No published build provenance is currently detected for mcp-agent. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does mcp-agent have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for mcp-agent. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.
Is mcp-agent actively maintained?
Slowing down. Last push was 178 days ago — keep an eye on whether activity resumes.
What license does mcp-agent use?
mcp-agent ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are mcp-agent's commits signed?
72% of the last 100 commits to mcp-agent 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.

Ranked neighbours in Agent Frameworks

AI agent 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
mcp-agent appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
4 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • code
  • database
  • filesystem
Detailed evidence is not shown in the public view.
Package Provenance Drift
low confidence
Unknown
Package source metadata is missing or inconclusive
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live

Maintain mcp-agent?

HVTrust scores mcp-agent 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.

Reputation Timeline

Rank 6Listed 2Delisted 1
2026-07-15
Rank Moved
Rank dropped 17 spots (#390 → #407)
2026-07-14
Rank Moved
Rank dropped 29 spots (#361 → #390)
2026-07-13
Rank Moved
Rank dropped 39 spots (#322 → #361)
2026-06-24
Rank Moved
Rank dropped 32 spots (#280 → #312)
2026-06-23
Rank Moved
Rank dropped 21 spots (#259 → #280)
2026-06-21
Rank Moved
Rank dropped 18 spots (#233 → #251)
2026-06-08
Newly Listed
First tracked at rank #205
2026-06-07
Removed From Active Tracking
Removed from active tracking
2026-06-06
Newly Listed
First tracked at rank #202

Embed Badge Badge guide for maintainers →

HVTrust 23.4 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/mcp-agent.svg)](https://hvtracker.net/agents/mcp-agent)
HTML:
<a href="https://hvtracker.net/agents/mcp-agent"><img src="https://hvtracker.net/badge/mcp-agent.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance)
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON