SERVER

LLMVerify

Rank #5,527

io.github.subodhkc/llmverify

Local-first MCP server for LLM output verification — risk signals, injection and PII checks.

1 version

18 GitHub stars

by subodhkc (4 servers)View repository ↗

Listed & last published

Oct 9, 2026

PURPOSE

What you can do with LLMVerify

LLMVerify is a Model Context Protocol (MCP) server published by subodhkc. It ranks #5,527 of 144,396 active servers on MCP Toplist, and its repository has 18 GitHub stars. LLMVerify is listed on Official MCP, with 1 tracked version. It was first listed on Oct 9, 2026 and most recently updated on Oct 9, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What LLMVerify can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using LLMVerify

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

LLMVERIFY_MCP_MAX_INPUT_CHARS · optional
LLMVERIFY_MCP_TIMEOUT_MS · optional
LLMVERIFY_MCP_MAX_OUTPUT_ITEMS · optional
LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS · optional
LLMVERIFY_HOME · optional
LLMVERIFY_AUDIT_DIR · optional
LLMVERIFY_LOG_DIR · optional
LLMVERIFY_BASELINE_DIR · optional
LLMVERIFY_USAGE_FILE · optional
LLMVERIFY_AUDIT_HASH_KEY · optional
LLMVERIFY_AUDIT_NO_CONTENT_HASH · optional

INSTALLATION AND FIRST TASK

Connect LLMVerify and confirm it works

npm package

claude mcp add llmverify -e "LLMVERIFY_MCP_MAX_INPUT_CHARS=<your LLMVERIFY_MCP_MAX_INPUT_CHARS>" -e "LLMVERIFY_MCP_TIMEOUT_MS=<your LLMVERIFY_MCP_TIMEOUT_MS>" -e "LLMVERIFY_MCP_MAX_OUTPUT_ITEMS=<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>" -e "LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS=<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>" -e "LLMVERIFY_HOME=<your LLMVERIFY_HOME>" -e "LLMVERIFY_AUDIT_DIR=<your LLMVERIFY_AUDIT_DIR>" -e "LLMVERIFY_LOG_DIR=<your LLMVERIFY_LOG_DIR>" -e "LLMVERIFY_BASELINE_DIR=<your LLMVERIFY_BASELINE_DIR>" -e "LLMVERIFY_USAGE_FILE=<your LLMVERIFY_USAGE_FILE>" -e "LLMVERIFY_AUDIT_HASH_KEY=<your LLMVERIFY_AUDIT_HASH_KEY>" -e "LLMVERIFY_AUDIT_NO_CONTENT_HASH=<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>" -- npx -y llmverify mcp

Replace each placeholder with your own value before saving.

npm package

[mcp_servers.llmverify]
command = "npx"
args = ["-y", "llmverify", "mcp"]

[mcp_servers.llmverify.env]
LLMVERIFY_MCP_MAX_INPUT_CHARS = "<your LLMVERIFY_MCP_MAX_INPUT_CHARS>"
LLMVERIFY_MCP_TIMEOUT_MS = "<your LLMVERIFY_MCP_TIMEOUT_MS>"
LLMVERIFY_MCP_MAX_OUTPUT_ITEMS = "<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>"
LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS = "<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>"
LLMVERIFY_HOME = "<your LLMVERIFY_HOME>"
LLMVERIFY_AUDIT_DIR = "<your LLMVERIFY_AUDIT_DIR>"
LLMVERIFY_LOG_DIR = "<your LLMVERIFY_LOG_DIR>"
LLMVERIFY_BASELINE_DIR = "<your LLMVERIFY_BASELINE_DIR>"
LLMVERIFY_USAGE_FILE = "<your LLMVERIFY_USAGE_FILE>"
LLMVERIFY_AUDIT_HASH_KEY = "<your LLMVERIFY_AUDIT_HASH_KEY>"
LLMVERIFY_AUDIT_NO_CONTENT_HASH = "<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "llmverify": {
      "command": "npx",
      "args": [
        "-y",
        "llmverify",
        "mcp"
      ],
      "env": {
        "LLMVERIFY_MCP_MAX_INPUT_CHARS": "<your LLMVERIFY_MCP_MAX_INPUT_CHARS>",
        "LLMVERIFY_MCP_TIMEOUT_MS": "<your LLMVERIFY_MCP_TIMEOUT_MS>",
        "LLMVERIFY_MCP_MAX_OUTPUT_ITEMS": "<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>",
        "LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS": "<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>",
        "LLMVERIFY_HOME": "<your LLMVERIFY_HOME>",
        "LLMVERIFY_AUDIT_DIR": "<your LLMVERIFY_AUDIT_DIR>",
        "LLMVERIFY_LOG_DIR": "<your LLMVERIFY_LOG_DIR>",
        "LLMVERIFY_BASELINE_DIR": "<your LLMVERIFY_BASELINE_DIR>",
        "LLMVERIFY_USAGE_FILE": "<your LLMVERIFY_USAGE_FILE>",
        "LLMVERIFY_AUDIT_HASH_KEY": "<your LLMVERIFY_AUDIT_HASH_KEY>",
        "LLMVERIFY_AUDIT_NO_CONTENT_HASH": "<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "llmverify": {
      "command": "npx",
      "args": [
        "-y",
        "llmverify",
        "mcp"
      ],
      "env": {
        "LLMVERIFY_MCP_MAX_INPUT_CHARS": "<your LLMVERIFY_MCP_MAX_INPUT_CHARS>",
        "LLMVERIFY_MCP_TIMEOUT_MS": "<your LLMVERIFY_MCP_TIMEOUT_MS>",
        "LLMVERIFY_MCP_MAX_OUTPUT_ITEMS": "<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>",
        "LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS": "<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>",
        "LLMVERIFY_HOME": "<your LLMVERIFY_HOME>",
        "LLMVERIFY_AUDIT_DIR": "<your LLMVERIFY_AUDIT_DIR>",
        "LLMVERIFY_LOG_DIR": "<your LLMVERIFY_LOG_DIR>",
        "LLMVERIFY_BASELINE_DIR": "<your LLMVERIFY_BASELINE_DIR>",
        "LLMVERIFY_USAGE_FILE": "<your LLMVERIFY_USAGE_FILE>",
        "LLMVERIFY_AUDIT_HASH_KEY": "<your LLMVERIFY_AUDIT_HASH_KEY>",
        "LLMVERIFY_AUDIT_NO_CONTENT_HASH": "<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

npm package

{
  "servers": {
    "llmverify": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "llmverify",
        "mcp"
      ],
      "env": {
        "LLMVERIFY_MCP_MAX_INPUT_CHARS": "<your LLMVERIFY_MCP_MAX_INPUT_CHARS>",
        "LLMVERIFY_MCP_TIMEOUT_MS": "<your LLMVERIFY_MCP_TIMEOUT_MS>",
        "LLMVERIFY_MCP_MAX_OUTPUT_ITEMS": "<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>",
        "LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS": "<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>",
        "LLMVERIFY_HOME": "<your LLMVERIFY_HOME>",
        "LLMVERIFY_AUDIT_DIR": "<your LLMVERIFY_AUDIT_DIR>",
        "LLMVERIFY_LOG_DIR": "<your LLMVERIFY_LOG_DIR>",
        "LLMVERIFY_BASELINE_DIR": "<your LLMVERIFY_BASELINE_DIR>",
        "LLMVERIFY_USAGE_FILE": "<your LLMVERIFY_USAGE_FILE>",
        "LLMVERIFY_AUDIT_HASH_KEY": "<your LLMVERIFY_AUDIT_HASH_KEY>",
        "LLMVERIFY_AUDIT_NO_CONTENT_HASH": "<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "llmverify": {
      "command": "npx",
      "args": [
        "-y",
        "llmverify",
        "mcp"
      ],
      "env": {
        "LLMVERIFY_MCP_MAX_INPUT_CHARS": "<your LLMVERIFY_MCP_MAX_INPUT_CHARS>",
        "LLMVERIFY_MCP_TIMEOUT_MS": "<your LLMVERIFY_MCP_TIMEOUT_MS>",
        "LLMVERIFY_MCP_MAX_OUTPUT_ITEMS": "<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>",
        "LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS": "<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>",
        "LLMVERIFY_HOME": "<your LLMVERIFY_HOME>",
        "LLMVERIFY_AUDIT_DIR": "<your LLMVERIFY_AUDIT_DIR>",
        "LLMVERIFY_LOG_DIR": "<your LLMVERIFY_LOG_DIR>",
        "LLMVERIFY_BASELINE_DIR": "<your LLMVERIFY_BASELINE_DIR>",
        "LLMVERIFY_USAGE_FILE": "<your LLMVERIFY_USAGE_FILE>",
        "LLMVERIFY_AUDIT_HASH_KEY": "<your LLMVERIFY_AUDIT_HASH_KEY>",
        "LLMVERIFY_AUDIT_NO_CONTENT_HASH": "<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "llmverify": {
      "command": "npx",
      "args": [
        "-y",
        "llmverify",
        "mcp"
      ],
      "env": {
        "LLMVERIFY_MCP_MAX_INPUT_CHARS": "<your LLMVERIFY_MCP_MAX_INPUT_CHARS>",
        "LLMVERIFY_MCP_TIMEOUT_MS": "<your LLMVERIFY_MCP_TIMEOUT_MS>",
        "LLMVERIFY_MCP_MAX_OUTPUT_ITEMS": "<your LLMVERIFY_MCP_MAX_OUTPUT_ITEMS>",
        "LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS": "<your LLMVERIFY_MCP_MAX_TEXT_FIELD_CHARS>",
        "LLMVERIFY_HOME": "<your LLMVERIFY_HOME>",
        "LLMVERIFY_AUDIT_DIR": "<your LLMVERIFY_AUDIT_DIR>",
        "LLMVERIFY_LOG_DIR": "<your LLMVERIFY_LOG_DIR>",
        "LLMVERIFY_BASELINE_DIR": "<your LLMVERIFY_BASELINE_DIR>",
        "LLMVERIFY_USAGE_FILE": "<your LLMVERIFY_USAGE_FILE>",
        "LLMVERIFY_AUDIT_HASH_KEY": "<your LLMVERIFY_AUDIT_HASH_KEY>",
        "LLMVERIFY_AUDIT_NO_CONTENT_HASH": "<your LLMVERIFY_AUDIT_NO_CONTENT_HASH>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by subodhkc

View all subodhkc servers →

No task-specific alternatives are catalogued for LLMVerifyyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 9, 2026
Latest version published: Oct 9, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 9, 2026

Registry sightings

Official MCP ↗listed since Oct 9, 2026 · still listed

Do you maintain LLMVerify? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
1.8.0	Oct 9, 2026

STANDING

#5,527of 144,396 active serversTop 5%

Ranks ahead of 138,869 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.subodhkc%2Fllmverify.svg)](https://mcptoplist.com/server/io.github.subodhkc%2Fllmverify)

HTML

<a href="https://mcptoplist.com/server/io.github.subodhkc%2Fllmverify"><img src="https://mcptoplist.com/badge/io.github.subodhkc%2Fllmverify.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains LLMVerify?: LLMVerify is maintained by subodhkc, which publishes 4 MCP servers (9 total versions) tracked on MCP Toplist.
Is LLMVerify listed on the Official MCP Registry?: Yes — LLMVerify is listed on the Official MCP Registry.
How many versions does LLMVerify have?: MCP Toplist tracks 1 version of LLMVerify, most recently published on Oct 9, 2026.
Where can I find the source code for LLMVerify?: The source code for LLMVerify is hosted at github.com/subodhkc/llmverify-npm.

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