MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,951 servers in this category.
Lets an AI agent build, wire, parameterize, and debug live TouchDesigner networks using 70 specialized tools.
Lets AI clients run SQL queries, explore StarRocks databases, retrieve schemas, and generate Plotly charts from results.
Lets an AI agent drive a local Xilinx Vivado session to run synthesis, implementation, timing and bitstream workflows via Tcl.
Gives AI agents persistent local memory with semantic recall, structured facts, and cross-agent context sharing.
Lets an AI client correlate RTL simulation logs, VCD/FSDB waveforms, and SystemVerilog source to trace failures to root cause.
$claude mcp add traceweave -- uvx traceweave-mcp
Lets an AI client search, browse, download, and convert JMComic manga albums through Skills or MCP tools.
Lets AI assistants read and edit open Revit BIM models, with human approval required before any model change is applied.
Runs Python code and scripts, manages Python environments and packages, and reads or writes files for an AI client.
Automates hyperparameter optimization and analysis through Optuna studies, trials, plots, and dashboards.
Combines workflow profiling, chaos experiments, and sidecar discovery behind one MCP interface for AI agent operations.
$claude mcp add mcp-server -- uvx deep-agentic-core-mcp
Lets an AI client search every public ARD registry and verified MCP tool index in one federated query.
$claude mcp add --transport http agentic-resource-discovery https://neuronto.com/mcp
Enables AI assistants to search and retrieve Qiskit SDK documentation, implementation guides, API references, and error code details.
$claude mcp add qiskit-docs-mcp-server -- uvx qiskit-docs-mcp-server
Aggregates multiple MCP servers and provides policy-based access control to reduce context window waste through on-demand tool discovery.
$claude mcp add agent-mcp-gateway -- uvx agent-mcp-gateway
An AI-driven QA server that runs, analyzes, and generates tests for web, mobile, and API frameworks including pytest, Jest, Cypress, and Maestro.
Lets an AI client search codebases semantically with hybrid vector and keyword retrieval, scope-expanded results, and dependency analysis.
Parses source code into ASTs and semantic graphs so an AI client can analyze structure, complexity, and diffs across many languages.
Lets an AI assistant analyze code and database impact and explore software dependency graphs via Lineai's API.
$claude mcp add lineai-mcp-server -- uvx lineai-mcp-server
Provides persistent, workspace-isolated codebase memory for IDEs using local vector indexing and tree-sitter parsing.
Provides a machine-readable catalog of third-party APIs and MCP servers that autonomous AI agents can use to perform tasks.
$claude mcp add ai-agents-api-library -- npx -y ai-agents-api-library
Lets an AI client deploy apps, manage releases and listings, reply to reviews, and check subscriptions on Google Play.