MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
Juniper Routing Director MCP Server
MCP server to integrate with Juniper Routing Director
io.github.Justice219/roblox-studio-mcp
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).
GDPR Shift-Left Compliance
GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.
Argus Retrieval
Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.
Regression testing for MCP servers. Checks capabilities, invokes tools, detects schema drift.
Epoch
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, cost, and risk.
MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics
ImmoStage Virtual Staging
AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.
LexAPI
Search EUR-Lex, fetch parsed EU legislation and case law, explore the citation graph.
PDF parsing server with text extraction, metadata, search, images, and TOC via MCP
best-cad-mcp
Windows AutoCAD MCP server for handle-first CAD automation, validation, and drawing exports.
ComfyUI Builder
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins.
SourceWeave Web Search
Fully local MCP server and CLI for web research
Parse JavaScript error stack traces back to original source code using source maps
Memori MCP server — persistent AI memory with recall and augmentation tools
io.github.MendleM/pipepost
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more from Claude Code.
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.
temporal-mcp
Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + day rollover detection.
MolTrust MCP Server
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.
oraclemcp
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).
io.github.Murugarajr/ohm-mcp
AST-based Python refactoring MCP server with safe automated refactorings and rollback
io.github.Musaraf-M/sentinal-mcp
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics
mcp-broker
Local MCP broker that exposes one compact entry for many upstream servers.
Swagger MCP Bridge
Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.
Neo — AI/ML Engineering
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.
io.github.NeoDrew/chromeflow
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools.
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.
io.github.NotHarshhaa/devops-mcp
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki