MCP servers
121,484 servers from the official registry, GitHub and npm. Filter by category, transport and language.
121,484 servers from the official registry, GitHub and npm. Filter by category, transport and language.
Paste its GitHub repo and we list it after a quick review.
Builds a semantic code graph of your codebase to provide AI agents with structured understanding of functions, classes, and call chains.
$claude mcp add codegraph -- npx -y @astudioplus/codegraph-mcpLets 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 codenibEnables AI agents to query a repository's symbol graph to perform impact analysis, call tracing, and structural audits across Python, TypeScript, and Go.
$claude mcp add codegraph-brain -- uvx codegraph-brainLets AI agents query a function-level dependency graph of a codebase through an MCP server and CLI for impact, complexity, and architecture analysis.
$claude mcp add ops-codegraph-tool -- npx -y @optave/codegraphProvides local-first memory, code graphing, and wiki capabilities to help AI coding agents learn from errors and maintain long-term context.
$claude mcp add remem-mcp -- npx -y remem-mcpLets AI coding agents look up team design decisions and analyze the impact zone of code changes to prevent regressions.
$claude mcp add tently-mcp -- npx -y @tently/mcpReduces AI coding agent token usage by providing a deterministic code graph of repositories for structured queries instead of full file reads.
$claude mcp add openvisio-oss -- npx -y openvisioTurns source code and project knowledge into a searchable graph for AI agents using tree-sitter parsing and vector retrieval.
Creates a deterministic code knowledge graph using tree-sitter and SQLite to provide symbols, calls, and dependencies to AI agents.
Provides a codebase intelligence layer for AI coding agents using semantic indexing, graph navigation, and repository architecture analysis.
Turns repositories into spec-driven, agent-ready projects using a local code graph, multi-agent loops, and enforced project laws.
$claude mcp add speclaw -- npx -y @esneiderbravo/speclawProvides AI coding assistants with deep structural awareness of repositories through a local-first SQLite knowledge graph.
Provides AI agents with high-accuracy symbol and call graphs across multiple programming languages using tree-sitter and SQLite.
Provides self-hosted code maps and MCP access for AI clients to navigate repository structures, symbols, and source code via GitLab, GitHub, or generic Git.