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πŸ›‘οΈ mcp-slim-guard

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Lightweight MCP security proxy β€” compression (up to 86%) + SSRF protection + allow/deny + audit + rate limiting + injection detection

type: Readmetitle: mcp-slim-guardtimestamp: "2026-07-23T18:00:00+08:00"description: Lightweight MCP security proxy β€” compression (up to 86%) + SSRF protection + allow/deny + audit + rate limiting + injection detectiontags:

  • mcp-slim-guard
  • readme
  • mcp
  • security
  • compression

δΈ­ζ–‡ζ–‡ζ‘£ Β· English

πŸ›‘οΈ mcp-slim-guard

One proxy. Two superpowers: compression + security.

mcp-slim-guard sits between your AI agent and MCP servers, transparently adding schema compression (5 levels, up to 86% token reduction) and security policies (SSRF protection, tool allow/deny, injection detection, rate limiting, audit logging).

graph LR
    A[AI Agent] --> B[mcp-slim-guard]
    B --> C[Compression Pipeline]
    B --> D[Security Pipeline]
    C --> E[MCP Server 1]
    C --> F[MCP Server N]
    D --> E
    D --> F
    style B fill:#4a90d9,color:#fff
    style C fill:#e6f3ff
    style D fill:#ffe6e6

Why mcp-slim-guard?

Problem Impact How mcp-slim-guard solves it
Context wasted Tool schemas eat 60-86% of your context window 5 compression levels, lazy loading, request cache
No access control Any agent calls any tool with any args Glob-based allow/deny, fail-closed by default
SSRF Tool params inject internal network requests IP blacklist + domain whitelist
Prompt injection Malicious params execute shell/SQL 17 heuristic patterns, 3 sensitivity levels
Abuse Unthrottled tool calls flood upstream Token bucket rate limiter (per-tool configurable)
No audit trail No record of who called what Structured JSON audit log with rotation + gzip

Only mcp-slim-guard combines compression AND security in a single proxy. Other tools compress schemas but don't protect you. Security proxies don't save you tokens.

Quick Start

# Install
npm install -g mcp-slim-guard

# Auto-discover MCP servers from your .mcp.json
cd your-project/
mcp-slim-guard init

# Dry-run policies to check for false positives
mcp-slim-guard validate

# Start the proxy
mcp-slim-guard start

Your agent now connects to mcp-slim-guard instead of the original servers. That's it.

MCP servers are auto-discovered from .mcp.json, mcp.json, or claude_desktop_config.json.

Generated mcp-slim-guard.yml

tools:
  allow: ["search_*", "read_*"] # only allow search/read tools
  deny: ["*_delete_*", "*_admin_*"] # block dangerous ops
ssrf:
  mode: block
  block_private_ips: true
  allow_domains: ["*.github.com"]
rate_limit:
  default: 60/min # per-tool rate limit
injection_detection:
  enabled: true
  mode: block
  sensitivity: medium
compressor:
  enabled: true
  level: light # 5 levels: off/light/normal/extreme/maximum
cache:
  enabled: false # TTL+LRU read-only response cache
audit:
  output: file # structured JSON audit log
  maxSize: 10MB
  maxFiles: 5

Features

πŸ—œοΈ Schema Compression β€” Reclaim Your Context Window

Level Strategy Tokens (14 tools) Savings When to use
off Passthrough 1,736 β€” < 5 tools, or testing
light 3 wrapper tools (on-demand schema) 300 -83% ⭐ Default. Best balance for most users
normal 2 wrapper tools (no list_tools) 245 -86% 30+ tools, strong LLMs
extreme In-place: strip property descriptions 1,361 -22% Few tools with complex schemas (10+ params)
maximum In-place: signature only, empty properties 1,294 -25% Very large individual schemas
lazy Budget preload + on-demand schema 1,644 -5% 30+ tools, most used only occasionally

Why the big gap? light/normal replace all tools with 2-3 wrapper tools (mcp__invoke_tool, mcp__get_tool_schema). The LLM fetches schemas on demand. extreme/maximum keep all tools and only compress each schema in place β€” savings depend on schema complexity.

Real-world cost impact
Setup Tokens/call Monthly cost (DeepSeek V4)
Without compression 1,736 ~$52 (10K calls)
With light 300 ~$9 (-83%)
Accuracy verified

Benchmarked against DeepSeek V4 Flash across 12 scenarios Γ— 5 levels Γ— 3 runs = 180 API calls. Run it yourself β†’

πŸ›‘οΈ Security Pipeline β€” Defense in Depth

Every tool call runs through a serial pipeline. First rejection stops execution:

Agent Request
     β”‚
     β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  1. Allow/Deny  β”‚  ← Glob pattern matching. Fail-closed.
β”‚  (Whitelist)    β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  2. SSRF Shield β”‚  ← IP blacklist + domain whitelist.
β”‚                  β”‚     Blocks 10.*, 192.168.*, 169.254.*
β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  3. Injection   β”‚  ← 17 heuristic patterns:
β”‚     Detection   β”‚     Shell/SQL/NoSQL/Prompt injection
β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  4. Rate Limit  β”‚  ← Token bucket. Per-tool or global.
β”‚                  β”‚     Default: 60 req/min/tool
β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  5. Audit Log   β”‚  ← Structured JSON. Rotate + compress.
β”‚                  β”‚     Every decision recorded.
β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β–Ό
   Upstream MCP Server

πŸ”„ Additional Capabilities

Feature Description
Multi-server routing One proxy, multiple upstream MCP servers. Tool names are prefixed ({server}_{tool}) for automatic routing.
Hot reload kill -HUP <pid> β€” zero-downtime config reload. All fields hot-swappable.
Request cache TTL+LRU in-memory cache for read-only tool results. Per-tool stats.
Streamable HTTP mcp-slim-guard start --http --port 3000 β€” works as a remote MCP endpoint.
STDIO mode Default. Transparent drop-in for local agents.

How It Works

sequenceDiagram
    participant LLM as AI Agent
    participant MM as mcp-slim-guard
    participant US as Upstream MCP Server

    LLM->>MM: tools/list
    Note over MM: Compression pipeline<br/>filters + transforms tools
    MM-->>LLM: compressed tool list (light: 3 wrappers)

    LLM->>MM: mcp__get_tool_schema("search")
    MM-->>LLM: full schema for "search"

    LLM->>MM: mcp__invoke_tool("search", {q: "..."})
    Note over MM: Security pipeline<br/>whitelist β†’ ssrf β†’ injection β†’ ratelimit
    MM->>US: forward call
    US-->>MM: result
    Note over MM: Audit log entry
    MM-->>LLM: result

CLI Reference

Command Description
mcp-slim-guard init Auto-discover .mcp.json, generate mcp-slim-guard.yml
mcp-slim-guard validate Dry-run policies, show allow/deny for each tool
mcp-slim-guard start Start proxy (STDIO mode)
mcp-slim-guard start --http --port 3000 Start proxy (HTTP mode)
mcp-slim-guard status Show config summary + policy overview
mcp-slim-guard doctor Diagnose upstream server connectivity
mcp-slim-guard audit View audit log
mcp-slim-guard uninit Remove mcp-slim-guard.yml and roll back

Benchmarks

All benchmarks use real MCP server tool schemas (filesystem server, 14 tools) with tiktoken (gpt-4o encoding). Run them yourself: npm run bench

Token Savings

Level Tokens Reduction
off 1,736 baseline
light 300 -83%
normal 245 -86%
extreme 1,361 -22%
maximum 1,294 -25%
lazy 1,644 -5%

Latency Overhead

Policy pipeline:      ~2ms/call  (whitelist β†’ ssrf β†’ injection β†’ ratelimit)
Compression (light):  <0.05ms
Cache hit:            0.01ms

Accuracy (DeepSeek V4 Flash)

12 scenarios Γ— 5 levels Γ— 3 runs = 180 API calls. Scenarios include 4 fuzzy-name tests (read vs search, list vs tree).

Level Accuracy Notes
off 100% Baseline
light βœ… (on-demand) Wrapper mode uses extra round-trip
normal βœ… (on-demand) Same as light

Comparison

Feature mcp-slim-guard slim-mcp mcp-compressor mcp-guardian
Schema compression βœ… 5 levels, -86% βœ… 5 levels, -77% βœ… ❌
Accuracy validation βœ… 180 API calls βœ… 120 API calls ❌ β€”
Request cache βœ… TTL+LRU ❌ ❌ ❌
Tool allow/deny βœ… Glob-based ❌ ❌ βœ…
SSRF protection βœ… IP + domain ❌ ❌ βœ…
Injection detection βœ… 17 patterns ❌ ❌ βœ…
Rate limiting βœ… Token bucket ❌ ❌ βœ…
Audit log βœ… JSON, rotation ❌ ❌ βœ…
Hot reload βœ… SIGHUP ❌ ❌ ❌
Multi-server routing βœ… Prefix auto-route ❌ ❌ ❌
HTTP transport βœ… Streamable HTTP ❌ βœ… ❌
Compression + Security βœ… One proxy ❌ Compression only ❌ Compression only ❌ Security only

Requirements

  • Node.js >= 18
  • Only 5 production dependencies (MCP SDK, commander, js-yaml, micromatch, pino)

Docker

docker build -t mcp-slim-guard .
docker run -i --rm -v $(pwd)/mcp-slim-guard.yml:/app/mcp-slim-guard.yml mcp-slim-guard start

License

MIT

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