Development MCP Servers — Page 25

MCP server for AI agent deployment health — gateway status, CPU/memory/swap, recent errors, skill registry integrity, upgrade outcomes, cron + disk usage. HEALTHY/DEGRADED/CRITICAL classification per component.

MCP server for AI agent token-cost telemetry + quota-window awareness across Anthropic, OpenAI, Gemini, Ollama, AWS Bedrock. Per-agent attribution, spend-spike detection, 429-prediction tools.

MCP server for security-vetting third-party AI agent extensions before installation — Claude skills, ClawHub plugins, agent tool packs. 41 detection rules; outputs 0-100 risk score + BLOCK/REVIEW/CAUTION/CLEAN.

MCP server for safe AI agent runtime upgrades — version-aware regression catalog, pre/post snapshot diffing, rollback guides. v1.2 added provider-fingerprint detection for silent provider-side regressions.

MCP server for verifying AI agent claims vs reality — inline grounding-check, swallowed-exception detection, multi-turn contradiction detection. Catches the agent says 'done' but nothing changed pattern.

MCP server that vets LLM-emitted shell commands BEFORE execution. 30 detection rules across destructive file ops, package managers, system, database, git, network, exfiltration, privilege escalation. Sub-second, local, free.

Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.

Probe LLM API endpoints and report health metrics including time to first token, latency, and throughput. Check single models or run full config-based health checks.

Official MCP server for the pyobfus Python obfuscator — pre-flight risk scan, framework-aware config init, reverse stack-trace mapping

Run Shipcheck repo risk scans from MCP coding agents.

Infrastructure for building portable, persistent AI agents

ILSpy for LLM coding agents. Reflection-based MCP server with 31+ tools to explore .NET assemblies, NuGet packages, types, members, attributes, and XML docs.

AI-powered live runtime debugging with Lightrun production context.

Connect your data architecture, create a knowledge graph and serve MCP tools for AI to retrieve precomputed models, connections and context.

The Local Brain & Hands for Your AI Coding Agents

A local MCP server for AI coding agents. AST-aware indexing, semantic search, and automatic compression. Your agent stops re-reading your entire codebase every session.

MCP server for OpenRouter: 300+ LLMs with vision, image gen, audio in/out, and video analysis + generation (Veo 3.1 / Sora 2 Pro / Seedance / Wan). Structured errors, IPv6 SSRF guards, path sandbox.

A production-grade Model Context Protocol (MCP) server that turns Claude into a full-spectrum security analyst. Instead of juggling 15+ browser tabs across NVD, EPSS, CISA KEV, Shodan, VirusTotal, and GreyNoise, ask Claude one question and get correlated intelligence in seconds. Built with Python, FastMCP, httpx, aiosqlite, Pydantic v2, and defusedxml.

Extract structured JSON from video, images, and PDFs using local LLMs (Ollama, LM Studio, oMLX) or via OpenRouter. Runs fully offline

Stdio MCP server that exposes zkShare tools to AI clients: store encrypted context, proofs, semantic search, sharing, and sandbox calls via POST /api/v1/context with ZKSHARE_API_KEY.

AI teammates with audit trails

VAST XML validation MCP server for programmatic video ad pipelines. Tools: validate_vast, validate_vast_url, list_rules, explain_rule, fix_vast. Hosted at vastlint.org/mcp or self-hostable.

AI-powered security scanning. Scans code, files, and git diffs for vulnerabilities in real-time using the Armis scanning API.

49 Bitcoin tools for agents: fees, mempool, blocks, mining, price, and transactions.

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

Runtime trust scoring for MCP servers. Monitors 15,000+ servers with reliability metrics, drift detection, and fallback recommendations.

Discover and integrate AI-powered UI components via MCP. High-quality, production-ready UI themes ready to use

Your AI's black box recorder. CLI + MCP server for AI handoffs across Claude Code, Cursor, Codex, Copilot, and more.

MCP server for the Enoch control plane: dispatch gates, evidence sync, provenance, and quality gates for long-running autonomous AI work.

Stop your AI agents from writing sloppy TypeScript.