io.github.youcisla/agent-foundry
PYPI · AGENT-FOUNDRY-RUNTIME
Skill orchestrator: plan, execute, verify skills over MCP stdio.
Available components
Last scanned (20 hours ago)
Scores higher than 63% of PyPI servers
Category AI and Machine Learning
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security91
- No malware found by supply-chain analysis.Pass
- CVE check failed: a known high-severity CVE affects filelock 3.32.7, reached via litellm > filelock. A fixed version is available. View diagnostics → Fail
- Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 3 of 70 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 17 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability52
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 116 tokens (~29/item across 4 items; 4 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management60
- Stability observed for 18 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "execute" implies "execute" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +1
- Security disclosure: unverified → pass ▲ functional
- 3 Nov 26 +6
- Source repository: fail → pass ▲ security
- 1 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.
- 30 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.
- 29 Oct 26 0
- CVE-2026-112936 affects this package: high ▼ security
- CVE-2026-112939 affects this package: high ▼ security
- CVE-2026-112909 affects this package: high ▼ security
- CVE-2026-112910 affects this package: high ▼ security
- CVE-2026-112935 affects this package: high ▼ security
- CVE-2026-112908 affects this package: high ▼ security
- CVE-2026-112915 affects this package: high ▼ security
- CVE-2026-112911 affects this package: high ▼ security
- CVE-2026-112912 affects this package: high ▼ security
- CVE-2026-112938 affects this package: high ▼ security
- 28 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Oct 26 −1
- Security disclosure: pass → unverified ▼ functional
- 26 Oct 26 −1
- Source repository: pass → fail ▼ security
- Stability: unverified → 0.30 ▲ functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/agent-foundry-runtime@0.4.2
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | setuptools.build_meta |
Background: Why install scripts are a supply-chain risk →
Vulnerabilities 13 findings
| ID | CVE | Severity | Vector | Fix available |
|---|---|---|---|---|
| GHSA-567q-5qvw-pf92 | CVE-2026-112907 | low | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L | yes |
| GHSA-6627-m3xw-93mp | CVE-2026-112908 | medium | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:H/A:L | yes |
| GHSA-69hj-f68j-2879 | CVE-2026-112909 | medium | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:H/A:N | yes |
| GHSA-8mx5-7m5m-r77g | CVE-2026-112910 | medium | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L | yes |
| GHSA-9c4x-gm8v-wgc4 | CVE-2026-112911 | medium | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:H/A:H | yes |
| GHSA-9j6q-wvj5-jgjg | CVE-2026-112912 | low | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:L/I:N/A:N | yes |
| GHSA-9vhv-jxww-xfm5 | CVE-2026-112913 | low | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L | yes |
| GHSA-cwqr-hh33-gh44 | CVE-2026-112915 | medium | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H | yes |
| GHSA-fq56-3cx3-fjxp | CVE-2026-112935 | medium | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:H/A:N | yes |
| GHSA-j8f7-rjxc-mr56 | CVE-2026-112936 | medium | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:L | yes |
| GHSA-m462-7rxw-wvpg | CVE-2026-112938 | medium | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:L/I:L/A:H | yes |
| GHSA-rfpc-qcw5-3pc4 | CVE-2026-112939 | medium | CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:H/A:N | yes |
| GHSA-v4x8-3wr5-3wq8 | CVE-2026-112940 | high | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H | yes |
Background: What a vulnerability scan can and cannot prove →
Dependencies 70 packages
| Packages resolved | 70 |
|---|---|
| Stale | 2 |
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
execute ~41
Run one skill against a prompt via the configured LLM.
| Name | Type | Req | Description |
|---|---|---|---|
| model | string | – | – |
| prompt | string | yes | – |
| skill_id | string | yes | – |
No output schema declared.
No examples provided.
get_skill ~27
Return the full SKILL.md body for one skill.
| Name | Type | Req | Description |
|---|---|---|---|
| skill_id | string | yes | – |
No output schema declared.
No examples provided.
list_skills ~17
List indexed skills with category and description.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
plan ~31
Rank Agent Foundry skills for a prompt.
| Name | Type | Req | Description |
|---|---|---|---|
| max_results | integer | – | – |
| prompt | string | yes | – |
No output schema declared.
No examples provided.
How do I install the io.github.youcisla/agent-foundry MCP server?
io.github.youcisla/agent-foundry runs locally as a PyPI package, launched with uvx agent-foundry-runtime. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · agent-foundry-runtime
claude mcp add youcisla-agent-foundry -- uvx agent-foundry-runtime
What is the io.github.youcisla/agent-foundry MCP server?
io.github.youcisla/agent-foundry is an MCP server listed in the public MCP registry as io.github.youcisla/agent-foundry. Skill orchestrator: plan, execute, verify skills over MCP stdio. This page covers its PyPI package (agent-foundry-runtime).
Is the io.github.youcisla/agent-foundry MCP server safe to use?
io.github.youcisla/agent-foundry scores 67 out of 100 on VerifyMCP. We recorded 13 known advisories against it as of 4 November 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.youcisla/agent-foundry MCP server expose?
io.github.youcisla/agent-foundry exposes 4 tools: plan, execute, list_skills, get_skill. Their descriptions and schemas cost roughly 116 tokens of context every time the server is loaded.
Is the io.github.youcisla/agent-foundry MCP server still maintained?
io.github.youcisla/agent-foundry is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.youcisla/agent-foundry MCP server under?
io.github.youcisla/agent-foundry declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.