LLMVerify MCP Server
by subodhkcio.github.subodhkc/llmverifyv1.8.0
Local-first MCP server for LLM output verification — risk signals, injection and PII checks.
context tax
pending
security
92/100
cold start
pending
freshness
Active9d ago
Our reading of LLMVerify, from the data
LLMVerify is a ai & llm tools MCP server from subodhkc, listed in the official MCP Registry.
We haven't measured its tool list yet, so its token cost is unknown.
Maintenance is active: the last public signal was 9 days ago (2026-10-09). For comparison, 59% of ai & llm tools servers are active or maintained.
With 18 GitHub stars it ranks #390 of 3,169 ai & llm tools servers we index.
It runs locally on your machine over stdio and needs one secret (LLMVERIFY_AUDIT_HASH_KEY); use a scoped, least-privilege key.
Install LLMVerify MCP server
Install in Claude Code
claude mcp add llmverify -e LLMVERIFY_AUDIT_HASH_KEY='<llmverify-audit-hash-key>' -- npx -y llmverify mcpInstall in Cursor
{
"mcpServers": {
"llmverify": {
"command": "npx",
"args": [
"-y",
"llmverify",
"mcp"
],
"env": {
"LLMVERIFY_AUDIT_HASH_KEY": "<llmverify-audit-hash-key>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).
Install in Claude Desktop
{
"mcpServers": {
"llmverify": {
"command": "npx",
"args": [
"-y",
"llmverify",
"mcp"
],
"env": {
"LLMVERIFY_AUDIT_HASH_KEY": "<llmverify-audit-hash-key>"
}
}
}
}Settings → Developer → Edit Config (claude_desktop_config.json), then restart.
Install in VS Code
{
"servers": {
"llmverify": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"llmverify",
"mcp"
],
"env": {
"LLMVERIFY_AUDIT_HASH_KEY": "<llmverify-audit-hash-key>"
}
}
}
}Add to .vscode/mcp.json in your workspace.
Install in Windsurf
{
"mcpServers": {
"llmverify": {
"command": "npx",
"args": [
"-y",
"llmverify",
"mcp"
],
"env": {
"LLMVERIFY_AUDIT_HASH_KEY": "<llmverify-audit-hash-key>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
Configuration
| Variable | Required | Secret | Description |
|---|---|---|---|
| LLMVERIFY_MCP_MAX_INPUT_CHARS | — | — | Max characters accepted in a content/input argument |
| LLMVERIFY_MCP_TIMEOUT_MS | — | — | Per-tool wall-clock timeout in milliseconds |
| LLMVERIFY_MCP_MAX_OUTPUT_ITEMS | — | — | Cap on any single output array |
| LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS | — | — | Cap on any single text field in output |
| LLMVERIFY_HOME | — | — | Base directory for engine local state |
| LLMVERIFY_AUDIT_DIR | — | — | Audit JSONL directory |
| LLMVERIFY_LOG_DIR | — | — | Operational log directory |
| LLMVERIFY_BASELINE_DIR | — | — | Drift baseline directory |
| LLMVERIFY_USAGE_FILE | — | — | Usage counter file |
| LLMVERIFY_AUDIT_HASH_KEY | — | yes | Enables keyed hmac-sha256 content hashes in audit records |
| LLMVERIFY_AUDIT_NO_CONTENT_HASH | — | — | Set to 1 to disable content hashes in audit records |
Security signals
92/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.
Deductions
- No license detected-5
- No security policy (SECURITY.md)-3
Checks
- ✓Repository hygiene (archived, activity, license, security policy)
- ○Package metadata (install scripts, provenance) — pending
- ○Tool descriptions (prompt-injection and hidden-text heuristics) — pending
- ○Source scan (secrets, CVEs, risky code) by vectra-guard — pending
Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules
Freshness
Active — last maintenance signal 9d ago. The newest of the signals below sets the band.
Last commit (default branch)
2026-10-09 · 9d ago · GitHub
Latest release
no data · GitHub
Package published
no data · npm/PyPI
Registry entry updated
2026-10-09 · 9d ago · official registry · v1.8.0
How it compares in AI & LLM Tools
Against the most-starred ai & llm tools servers we index. Token cost is per model turn, measured from each server's live tool list.
| Server | Stars | Tools | Tokens / turn | Freshness | Runs |
|---|---|---|---|---|---|
| LLMVerify (this) | 18 | — | not measured | Active | local |
| Memory | 91,356 | — | not measured | Active | local |
| Claude Flow | 76,638 | — | not measured | Active | local |
| Next AI Draw.io | 36,318 | — | not measured | Active | local |
| Serena Agent | 30,371 | — | not measured | Active | local |
| Trycua | 30,160 | — | not measured | Active | — |
FAQ
›How do I install the LLMVerify MCP server in Claude Code?
Run: claude mcp add llmverify -e LLMVERIFY_AUDIT_HASH_KEY='<llmverify-audit-hash-key>' -- npx -y llmverify mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.
›Does LLMVerify require an API key?
Yes. It expects LLMVERIFY_AUDIT_HASH_KEY, of which 1 is a secret.
›Can I use LLMVerify as a remote (hosted) MCP server?
No hosted endpoint is published; it runs locally over stdio.
›Is LLMVerify in the official MCP registry?
Yes, as io.github.subodhkc/llmverify.
Sources and method
- Official MCP Registry entry
- updated 2026-10-09
- GitHub repository
- fetched 2026-10-19
- Package registry (npm / PyPI)
- listed
- Security signals, computed by us
- 2026-10-19
- Last checked against all sources
- 2026-10-19
The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.
Alternatives to LLMVerify
Other ai & llm tools MCP servers.