Developer Tools & Repos MCP Servers for Perplexity

Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.

Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.

Model Context Protocol server for the Txtcel Solana program: lets AI agents create channels, post/read messages and run every protocol

Unofficial Model Context Protocol server for working with U.S. Web Design System components, patterns, templates, tokens, and accessibility

MCP server for VeniceStats — real-time Venice.ai (VVV/DIEM) analytics for LLMs

VSCode MCP relay that supports multiple servers

CLI tool and MCP server for querying and validating Web Components against Custom Elements Manifest files.

MCP server enabling AI assistants to build, test, and debug Zotero plugins

The MCP server index that vets servers, not just lists them. Advisory screen before you install.

Give your AI agent a persistent map of your project's structure, dependencies, and bugs.

Extract URLs from documentation, configuration and code, with their protocol and position.

CI pipeline monitoring for GitLab and GitHub - no API key.

Structured build tool output (tsc, generic commands) as typed JSON diagnostics.

SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.

MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.

Deliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus.

Safety-ranked open-source component discovery for agents across six package ecosystems.

Repo rules enforcement for AI agents. Checks diffs against repo conventions.

MCP server for Chrome Web Store — extension upload, publish, status, and rollout

Structured linting output (ESLint, format-check) as typed JSON diagnostics.