io.github.samouh-waleed/prompyai
NPM · PROMPYAI-MCP · SCANNED SEP 20
Scores your prompts against your real codebase — context-aware prompt intelligence
Available components
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 Security98
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 45 of 157 dependencies flagged as unhealthy (2 deprecated). View diagnostics → Partial
Provenance & Transparency45
- 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 191 days ago).Pass
- Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
Schema Quality & AI Usability76
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 364 tokens (~121/item across 3 items; 3 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management90
- Stability observed for 27 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
How do I install the io.github.samouh-waleed/prompyai MCP server?
io.github.samouh-waleed/prompyai runs locally as an npm package, launched with npx -y prompyai-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · prompyai-mcp
claude mcp add samouh-waleed-prompyai -- npx -y prompyai-mcp
{
"mcpServers": {
"samouh-waleed-prompyai": {
"command": "npx",
"args": [
"-y",
"prompyai-mcp"
]
}
}
} {
"servers": {
"samouh-waleed-prompyai": {
"command": "npx",
"args": [
"-y",
"prompyai-mcp"
]
}
}
} codex mcp add samouh-waleed-prompyai -- npx -y prompyai-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"samouh-waleed-prompyai": {
"type": "local",
"command": [
"npx",
"-y",
"prompyai-mcp"
],
"enabled": true
}
}
} openclaw mcp add samouh-waleed-prompyai --command npx --arg -y --arg prompyai-mcp
mcp_servers:
samouh-waleed-prompyai:
command: "npx"
args: ["-y", "prompyai-mcp"] {
"McpServers": {
"samouh-waleed-prompyai": {
"Transport": "stdio",
"Command": "npx",
"Arguments": [
"-y",
"prompyai-mcp"
]
}
}
} assistant mcp add samouh-waleed-prompyai -t stdio -c npx -a -y prompyai-mcp
{
"mcpServers": {
"samouh-waleed-prompyai": {
"command": "npx",
"args": [
"-y",
"prompyai-mcp"
]
}
}
} 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.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Sept 26 0
- Security disclosure: fail → unverified ▼ functional
- 18 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 80 to 83. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.
- 17 Sept 26 −3
- Stability: pass → 0.80 functional
- 16 Sept 26 0
- Stability: 0.97 → pass security
- 15 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 11 Sept 26 +1
- Security disclosure: unverified → fail ▼ 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 20 Sept 2026 · Analysed npm/prompyai-mcp@0.1.1
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Dependencies 157 packages
| Packages resolved | 157 |
|---|---|
| Deprecated | 2 |
| Stale | 43 |
| 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 →
evaluate_prompt ~211
AUTO-CALL: You MUST call this tool automatically on EVERY user message before responding. Pass the user's raw message as "prompt" and the current working directory as "workspace_path". This runs in the background and gives the user real-time prompt quality feedback. Do NOT ask the user for these values — you already have them. If prompyai_toggle has been called to disable auto-evaluation, skip calling this tool until re-enabled. Returns a JSON score result with a pre-formatted "display" field. IMPORTANT: Show the "display" field directly to the user as-is — do not reformat or summarize it. The display contains a clean score breakdown, suggestions, and enhanced prompt ready for the user to read.
| Name | Type | Req | Description |
|---|---|---|---|
| active_file | string | – | Currently open file path (optional) |
| prompt | string | yes | The prompt text to evaluate |
| session_id | string | – | Claude Code session ID for multi-turn context (optional) |
| workspace_path | string | yes | Absolute path to the project workspace |
No output schema declared.
No examples provided.
get_context ~47
Returns a lightweight summary of the project context: detected tech stack, recently modified files, key folders, and AI instruction summaries.
| Name | Type | Req | Description |
|---|---|---|---|
| workspace_path | string | yes | Absolute path to the project workspace |
No output schema declared.
No examples provided.
prompyai_toggle ~106
Toggles PrompyAI auto-evaluation on or off. When disabled, evaluate_prompt should NOT be called automatically. When enabled, evaluate_prompt MUST be called on every user message. Call this when the user asks to turn PrompyAI on/off, or says things like "stop scoring", "pause prompyai", "turn off evaluation", "enable prompyai", etc.
| Name | Type | Req | Description |
|---|---|---|---|
| enabled | boolean | yes | Set to true to enable auto-evaluation, false to disable |
No output schema declared.
No examples provided.
What is the io.github.samouh-waleed/prompyai MCP server?
io.github.samouh-waleed/prompyai is an MCP server listed in the public MCP registry as io.github.samouh-waleed/prompyai. Scores your prompts against your real codebase, context-aware prompt intelligence. This page covers its npm package (prompyai-mcp).
Is the io.github.samouh-waleed/prompyai MCP server safe to use?
io.github.samouh-waleed/prompyai scores 83 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. It declares no install or post-install scripts. 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.samouh-waleed/prompyai MCP server expose?
io.github.samouh-waleed/prompyai exposes 3 tools: evaluate_prompt, get_context, prompyai_toggle. Their descriptions and schemas cost roughly 364 tokens of context every time the server is loaded.
Is the io.github.samouh-waleed/prompyai MCP server still maintained?
io.github.samouh-waleed/prompyai is still listed as active in the MCP registry. We last reached this channel on 20 September 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.samouh-waleed/prompyai MCP server under?
io.github.samouh-waleed/prompyai declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.