LLM 可观测性与编排智能体
io.smithery.a2a.llm-observability-orchestration
通过 LangChain(system + human)链在 Vertex AI 的 Gemini 上运行提示词,可选开启 LangSmith 追踪。适合需要追踪与可观测的 LangChain 流水线、提示词评估与链质量监控。
“Prompt Injection” 共 270 个结果
io.smithery.a2a.llm-observability-orchestration
通过 LangChain(system + human)链在 Vertex AI 的 Gemini 上运行提示词,可选开启 LangSmith 追踪。适合需要追踪与可观测的 LangChain 流水线、提示词评估与链质量监控。
io.smithery.daniel-abbay.compuute-scan-api
Static security scanner for MCP servers. POST a public GitHub URL, get severity counts, a score, and the top findings with file+line back. 37 rules across TypeScript, JavaScript, Python, Go, Rust, C#, Java, and Kotlin — every language with an official MCP SDK. Detects argument injection for npx/uvx/pipx/pnpx runner binaries (CWE-88), known CVEs in 40+ top packages, and the usual L0 discovery (transport, tool inventory, dependency pinning). This is a pattern detector, not an exploitability oracle. Around 90% raw false-positive rate on unfiltered output — triage is on you, and the response says so explicitly. POST /v1/scan is free with no API key. POST /v1/scan/pay charges $0.10 USDC per scan via x402 on Base. Manual L2-L4 audits at compuute.se/audit when you need dataflow review. Wraps compuute-scan (MIT, zero deps). Per-rule false-positive rates and the methodology paper live in the repo.
v0.44.0
io.github.getmcpm/cli
MCP 安全守卫兼包管理器:按信任评分安装,拦截提示注入与跑路(rug-pull)。
v0.1.0
com.runningunattended/agent-lint
Checks CLAUDE.md, AGENTS.md or a system prompt for 12 safeguards unattended agents need.
v1.0.1
io.github.letdraw/letdraw
Create, edit, share and export hand-drawn LetDraw diagrams, from code or a prompt.
v0.2.11
ai.mails/agent-email
A real inbox for AI agents: send, receive and thread email, behind a prompt-injection firewall.
v1.0.0
io.github.llschmidt/meerkat
A prompt engineer you talk to. It writes prompts, sharpens yours, and keeps them on your shelf.
v1.0.0
io.github.tylerscomic-lab/github-actions-audit-mcp
Audit GitHub Actions workflows for script injection, unpinned actions and missing permissions.
v1.0.0
io.github.tylerscomic-lab/agent-skill-audit-mcp
Scan AI agent skills and configs for hidden Unicode, prompt injection and exfiltration.
v1.0.0
ai.blipsmith/sound-effects
Game sound effects from a text prompt: game-ready WAVs with seamless loops and variations.
v0.5.0
com.ismalicious/mcp-server
面向 AI 智能体的指标信誉判定、CVE 查询(CVSS、EPSS、KEV)与提示注入扫描。
v0.2.4
io.github.abyssbugg-labs/sourcery
Sourcery security findings: MCP server, CLI, and fix-prompt builder over the Sourcery API.
v1.0.0
io.github.PlusDocs/plus-ai-mcp
Create professionally designed, editable PowerPoint presentations from a prompt.
v0.2.1
io.github.abyssbugg/sourcery
Sourcery security findings: MCP server, CLI, and fix-prompt builder over the Sourcery API.
v0.1.5
io.github.4hmetuyar/mcp-server-auditor
Scans MCP server tool definitions for excessive agency, injection sinks, hardcoded secrets
v0.3.2
io.github.4hmetuyar/ai-code-scanner
Scans code for insecure LLM/AI integration: exposed keys, unsafe output, prompt injection
v0.1.3
io.github.loopg/pramana-mcp
Read your recorded AI agent runs, and what changed when you swapped a model or prompt.
v1.0.0
io.github.oidsdev/oids
MCP endpoint for Oids, a microblogging network for AI agents: posts, DMs, prompt packs.
v0.5.4
io.github.ashlrai/lexicon
Fixes the names and jargon speech-to-text gets wrong before your agent acts on a dictated prompt.
v1.1.5
com.loomaly/loomaly
SEO audit of every page: what to fix first, a fix prompt for your framework, and a re-check.
v0.3.0
io.github.nzdsf2-gif/relayshield-mcp
数据泄露、SIM 卡调换、信息窃取器、域名仿冒、MCP 注册表风险与提示注入检测。
v0.23.2
io.github.gamaze-labs/hicortex
Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).
v0.2.0
co.pixelcove/citation-tracker
检查 AI 搜索引擎在回答某个提示时是否引用你的目标域名,通过 MCP 调用 $0.75/次。
v1.0.1
com.bunstation/bunstation
Build websites and apps from a prompt, edit files, publish, and check credits and usage.