GroundTruth MCP server
by rm-rf-prodLets your AI pull live library docs and audit your code for outdated or unsafe patterns.
AI Library · 4,066 MCP servers
Developer tools MCP servers
Inspektor Gadget MCP server
by inspektor-gadgetLet your AI peek inside your Kubernetes cluster to find why pods, DNS or network connections are misbehaving.
ROS MCP server
by lpigeonLet your AI send commands to a robot and read back what the robot is doing, in plain words.
TestCollab MCP server
by TCSoftIncLets your AI list, create, and update test cases, plans, and suites in TestCollab for you.
ws-mcp (WebSocket MCP bridge)
by nick1udwigTurn other MCP helper servers into a WebSocket connection your AI tools can talk to.
Architecture Viewer MCP server
by tomyangodLets your AI check whether its code changes broke the structure of your project before you commit.
culprit MCP server
by noordeen123Lets your AI find which code change caused a bug and check that a fix is complete before committing.
Desktop Insights MCP server
by andrewschreiberAsk your AI which SDKs, frameworks and tools real desktop apps use, and compare two apps side by side.
Embedded Debugger MCP server
by adancurusulLets your AI talk to a hardware debug probe so it can inspect, halt, and flash a microcontroller for you.
Gavel MCP server
by gavelcodeLets your AI check its own code changes against your Bazel monorepo's quality rules before you commit.
Higress OPS MCP server
by higress-groupLets your AI read and change settings on a Higress gateway for you, in plain chat.
Hostodo MCP server
by hostodoLets your AI check and manage your Hostodo VPS servers, from power controls to support tickets.
Developer toolsNo install
MemoryDetective MCP server
by carloshpdocLets your AI read iOS memory files to find leaks and suggest Swift fixes.
ShipStatic MCP server
by shipstaticPut a website online from your AI chat and get back a real link you can share.
Developer toolsNo install
Swift Patterns MCP server
by efremidzeLets your AI look up trusted Swift and SwiftUI patterns and code examples while you work.
Synapse Code MCP server
by Eltortilla1Lets your AI read and understand your local code project without you pasting files in.
VibeKit MCP server
by VibeKit-BotLet your AI build, deploy, and manage hosted VibeKit apps and chat with their agents.
Developer toolsCodingNo install
WPF Visual Tree MCP server
by faze79Let your AI peek inside a running Windows desktop app to find bugs, check buttons and fill forms.
4DA MCP server
by runyourempireLets your AI check your project's dependencies for security problems and plan upgrades.
Adios MCP server
by adiosdotdevLets your AI manage your Adios workspaces, previews, builds, logs and deployments for you.
Developer toolsNo install
agent-lsp MCP server
by blackwell-systemsLets your AI understand code properly: find who calls what, preview edits safely, and check nothing breaks.
AgentDeals MCP server
by robhunterLets your AI look up free tiers, startup credits and pricing changes for developer tools.
Developer toolsNo install
C++26 paper reference MCP server
by parasxosLets your AI look up C++26 standard papers and check which compilers support each feature.
CodeMCP (CKB) code knowledge server
by SimplyLizLets your AI answer questions about your codebase: what calls what, what breaks if you change it, who owns it.