Development MCP Servers — Page 13

Reasoning Harness for agentic AI: 4 cognitive modes (reasoning, code, anti-deception, memory), 679 engineered abilities served as MCP tools, runtime scaffold injection.

Pre-execution simulation and policy enforcement for AI agent actions. Prevents agents from accidentally or maliciously destroying production infrastructure through high-fidelity sandboxed simulations and YAML-based policy rules.

A version-aware MCP server that prevents AI coding hallucinations by validating suggestions against your actual installed packages.

Hosted MCP for 800+ pre-indexed OSS libs: real source, callers, usages, tests. 11 languages. No API key.

Complete MCP server for MT5: Through the MCP protocol, it allows [Trades, Orders, History, Graphic Objects, Terminal Logs, Compilation, etc.]

Rewrite your web page to rank #1 on LLMs

A high-performance, language-agnostic orchestration layer that brings the Unix Philosophy to the AI context window

A reasoning-first MCP middleware that uses heuristics and Neural BERT models to distil context and eliminate noise

Trust and safety layer for AI agents — scores MCP servers for security risk, capability flags, and prompt injection.

AI-safe approval plan gated Kubernetes operations through MCP with OAuth, RBAC, audit, guardrails.

Local-first Claude Code to Codex harness mover with a no-data remote MCP discovery surface.

Agent identity and trust framework — DID verification, capability attestation, agent-to-agent authentication by MEOK AI Labs

Gives your AI assistants access to Minecraft Bedrock Edition scripting and addon documentation

Gives your AI assistants access to Minecraft Bedrock Edition scripting and addon documentation.

MCP server for catching cron silent failures — jobs that exit 0 with empty output, retry storms, action-budget leaks. 6 silent-fail patterns across system cron, systemd timers, OpenClaw cron logs.

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