MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,942 servers in this category.
Enables AI clients to create, validate, visualize, and manage Neo4j graph data models and schemas.
$claude mcp add mcp-neo4j-data-modeling -- uvx mcp-neo4j-data-modelingEnables AI clients to execute Cypher queries, explore graph schemas, and perform data updates within a Neo4j database.
$claude mcp add mcp-neo4j-cypher -- uvx mcp-neo4j-cypher
Converts PDF documents and other files into structured JSON formats and supports document generation for AI applications.
$claude mcp add docling-mcp -- uvx docling-mcp
Provides AI agents with persistent local memory, semantic search, and knowledge graphs to maintain context across different chat sessions.
$claude mcp add marm-memory -- uvx marm-mcp-server
Lets AI clients query Brazilian tax data such as CNPJ, CPF, NF-e, Simples Nacional, SPED, and IBS/CBS tax reform rules.
$claude mcp add mcp-fiscal-brasil -- uvx mcp-fiscal-brasil
Provides a local-first AI identity layer that allows multiple coding agents to share your preferences, lessons, and project context across different tools.
$claude mcp add piia-engram -- uvx piia-engram
Integrates AI clients with Perforce version control and P4 DAM to manage files, changelists, workspaces, and digital assets.
$claude mcp add p4mcp-server-aac60c -- docker run -i --rm ghcr.io/perforce/p4mcp-server:2026.4.3126709
Analyzes local AI agent logs to profile usage windows, token costs, and identify specific behaviors that drive up subscription or API expenses.
$claude mcp add agentburn -- uvx agentburn
Build and deploy MCP servers, clients, and interactive applications using a Pythonic framework.
Lets an AI assistant control DaVinci Resolve Studio for editing, media pool organization, rendering, grading, and project tasks.
$claude mcp add davinci-resolve-mcp -- npx -y davinci-resolve-mcp
Checks and signs every AI agent tool call before it runs, holds risky calls for human approval, and exports tamper-evident records anyone can verify offline.
$claude mcp add --transport http tracekit https://{tracekit_gateway}/mcp
Lets an AI client look up accurate Unreal Engine C++ API signatures, include paths, class references, and deprecation warnings.
$claude mcp add unreal-api-mcp -- uvx unreal-api-mcp
Lets a coding agent search a local repository's symbol graph, trace callers, and read source with file and line citations.
$claude mcp add codenib -- uvx codenib
Provides coding agents with inspectable and correctable project memory using git-versioned Markdown files.
$claude mcp add palinode -- uvx palinode
Delegates tasks from Claude Code or Antigravity to Gemini, Codex, Copilot, Cursor, and opencode as sub-agents.
$claude mcp add agent-intern -- uvx agent-intern
Enables AI agents to discover and install scientific software packages using Spack within high-performance computing environments.
$claude mcp add spack-mcp -- uvx clio-kitGenerates line, bar, scatter, histogram, heatmap, and time-series plots from tabular data.
$claude mcp add plot-mcp -- uvx clio-kitEnables AI clients to summarize Parquet files, preview columns, read row slices, and aggregate values.
$claude mcp add parquet-mcp -- uvx clio-kitSorts, filters, and summarizes large log files by timestamp, level, or keyword to help diagnose slow jobs and inspect logs.
$claude mcp add parallel-sort-mcp -- uvx clio-kitLets an AI client load, clean, filter, group, merge, and summarize tabular data using the pandas library.
$claude mcp add pandas-mcp -- uvx clio-kit