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 client access product analytics, feature flags, experiments, dashboards, and error tracking data.
$claude mcp add --transport http mcp-5b028a https://mcp.posthog.com/mcp
Query and explore ClickHouse clusters and chDB embedded databases with SQL from an AI client.
$claude mcp add mcp-clickhouse -- uvx mcp-clickhouse
Lets an AI client search and discover Agent Skills from the skills.sh registry to extend agent capabilities.
$claude mcp add --transport http agentskills https://skills-sh.run.mcp.com.ai/mcp
Lets AI coding agents query a prebuilt index of a codebase's graph, git history, tests and decisions instead of grepping files.
$claude mcp add repowise -- uvx repowise
Converts plain-English questions into SQL queries against your database schemas and returns the generated SQL and results.
$claude mcp add queryweaver -- docker run -i --rm docker.io/falkordb/queryweaver:0.0.11Lets an AI client query an indexed codebase for callers, change risk, health scores, tests, ownership, and cited answers.
$claude mcp add --transport http repowise-hosted https://api.repowise.dev/mcp
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
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
Build and deploy MCP servers, clients, and interactive applications using a Pythonic framework.
Provides AI clients with real-time access to NixOS packages, configuration options, Home Manager settings, and Nix ecosystem documentation.
Provides a bi-temporal structural knowledge graph that allows AI coding agents to query codebase relationships, history, and impact analysis locally.
$claude mcp add memtrace-public -- npx -y memtrace
Performs local web searching, crawling, and reranking to provide AI agents with compact, high-value evidence while minimizing token usage.
$claude mcp add tinysearch -- docker run -i --rm docker.io/marcellm01/tinysearch:v0.6.8
Analyzes PCAP capture files for DNS, DHCP, ICMP, TCP, SIP, and file metadata using protocol-specific tools.
$claude mcp add mcpcap -- uvx mcpcap
Enables AI agents to call any API directly using a modular, plugin-based standard for various communication protocols.
Lets AI coding agents share source-attributed Markdown memory and retrieve project documentation locally.
$claude mcp add docmancer -- uvx docmancer
Lets AI agents log conversation exchanges and recall persistent memory context through MCP tools.
$claude mcp add --transport http synap https://synap-mcp.maximem.ai/mcp
Lets AI agents run Python code against STAAD.Pro models via the OpenSTAAD API to define load cases, extract data, and set properties.
$https://github.com/BentleySystems/openstaad-mcp/releases/download/v1.3.0/openstaad-mcp.mcpb
Gives AI coding agents Figma design context so they can generate code, extract variables and components, and write to the canvas.
$claude mcp add --transport http mcp-server-guide https://mcp.figma.com/mcp
Issues signed agent identities, verifiable credentials, and governance audit evidence that AI clients can create and verify offline.
$claude mcp add attestix -- uvx attestix