MCP
Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 78)
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rogertheunissenmerge-oss/mcp-server
Wine pairing recommendations for meals, ingredients or recipe URLs.
- Education
RohanMuppa/brightspace-mcp-server
Check D2L Brightspace grades, due dates, assignments, announcements, syllabus, rosters, discussions and course content.
- Cloud Platforms
rohitg00/kubectl-mcp-server
Interact with Kubernetes clusters through natural language.
- Search & Data Extraction
Role1776/mcp-retrieval
Read-only web search via DuckDuckGo Lite, image search via Bing Images and page-to-Markdown scraping with a readability extractor.
- Finance & Fintech
romanshumy/llm-prices-data
Live LLM API token prices, model comparisons, cheapest-model lookups and The LLM Price Index, re-verified daily against provider pages.
- Finance & Fintech
RomThpt/xrpl-mcp-server
XRP Ledger access: account information, transaction history, ledger objects, transaction submission and network monitoring.
- Multimedia Process
ronak-create/FableCut
Browser video editor driven through a JSON timeline: clips, keyframes, transitions, text animations, filters, reference-video analysis and ffmpeg export.
- Developer Tools
ronantakizawa/a11ymcp
Test URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core, including color contrast, ARIA validation and orientation lock detection.
- Knowledge & Memory
roomi-fields/notebooklm-mcp
Automate Google NotebookLM: Q&A with citations, audio podcasts, video, content generation, source management and notebook library.
- Marketing
rooquiz/rooquiz-mcp
Build and run RooQuiz knowledge, scored and outcome quizzes, then manage captured leads, respondents, submissions, bookings and conversion stats.
- Developer Tools
Rootly-AI-Labs/Rootly-MCP-server
Access Rootly, the incident management platform.
- Art & Culture
rosasynthesiz/flstudio-mcp
Control FL Studio: in-DAW mixing (gain staging, EQ, compression, reverb, reference matching), routing and composition.
- Security
RoscoNL/intodns-mcp-server
DNS and email security scans via IntoDNS.ai: SPF, DKIM, DMARC, DNSSEC, MTA-STS, BIMI, TLS, blacklist and deliverability checks plus security header analysis.
- Cloud Platforms
rosenvladimirov/odoo-claude-mcp
Self-hosted server suite for Odoo ERP 15-19, plus GitHub, Portainer, OCA and Teams, with a browser terminal, Qdrant/Ollama memory and Bulgarian localization.
- Location Services
rossshannon/Weekly-Weather-mcp
Detailed seven-day weather forecasts for anywhere in the world.
- Other Tools and Integrations
roychri/mcp-server-asana
Interact with the Asana API.
- Search & Data Extraction
rozetyp/grounder-mcp
Live web grounding for local and cloud LLMs: web search, page fetch, token-capped cited evidence packs and an agentic search-and-read research loop.
- E-Commerce
RPER2001/rigshare-mcp
Rent GPUs, robots, drones and construction equipment on RIGShare: quote, book, run remote sessions, publish listings and onboard equipment owners.
- Aggregators
rplryan/x402-discovery-mcp
Runtime discovery for x402-payable APIs: find and route to pay-per-call endpoints by capability, ranked by quality and trust score, plus a Python SDK and CLI.
- Knowledge & Memory
rps321321/obsidian-mcp-pro
Obsidian vault access: full-text search, note CRUD, frontmatter queries, tags, backlinks, graph traversal, orphan and broken link detection, and canvas support.
- Cloud Platforms
rrmistry/tilt-mcp
Access Tilt resources, logs and management operations for Kubernetes development environments.
- Developer Tools
rsdouglas/janee
Self-evolving server that uses an LLM to create, test and refine its own tools at runtime from natural language descriptions.
- Travel & Transportation
rsiva2294/madurai-transit-mcp
Madurai CityBus transit: direct and one-transfer route planning, TNSTC stage fare breakdowns, platform bay departures and bilingual stop search.
- Search & Data Extraction
rubenayla/partle-mcp
Search products and nearby physical stores to buy locally instead of waiting for delivery.
- Security
rudimentall1/agentic-wallet-guardian-v3
Self-hosted security layer that evaluates AI agents' proposed blockchain transactions and returns an explainable allow, warn or block decision.
- Security
rudraneel93/mcp-guardian
Security and governance proxy for MCP with YAML policies (blocklists, rate limits, token budgets), token cost tracking, health monitoring and RBAC.
- Databases
Rufflet/mysql-legacy-mcp
Access legacy MySQL 5.0 to 5.6 databases: schema inspection and SELECT by default, with opt-in INSERT, UPDATE, DELETE and DDL.
- Security
Rul1an/assay
Fail-closed policy-as-code proxy for MCP that denies risky tool calls, produces offline-verifiable evidence bundles and enforces egress via eBPF and Landlock.
- Multimedia Process
runapi-ai/mcp
Unified API for AI models across providers: browse models and prices, create image, video, music and audio tasks, poll results and call LLM endpoints.
- Art & Culture
runcomfy-com/runcomfy-mcp
Manage RunComfy ComfyUI serverless deployments, hosted model inference and LoRA training jobs.
- Databases
runekaagaard/mcp-alchemy
Access PostgreSQL, MySQL, MariaDB, SQLite, Oracle, SQL Server and more via SQLAlchemy, with schema and relationship inspection and large dataset analysis.
- Developer Tools
runyourempire/4DA
Dependency intelligence for coding agents: live CVE scanning, dependency health, upgrade planning, ecosystem news and decision memory.
- Aggregators
rupinder2/mcp-orchestrator
Hub that aggregates tools from multiple MCP servers with unified BM25 and regex search and deferred loading.
- Knowledge & Memory
rushikeshmore/CodeCortex
Persistent codebase knowledge for coding agents: symbols, dependency graphs, co-change patterns and architectural decisions extracted with tree-sitter.
- Other Tools and Integrations
rusiaaman/wcgw
Autonomous shell execution, computer control and coding agent for Mac.
- Monitoring
ruslanlap/pagespeed-insights-mcp
Google PageSpeed Insights, CrUX and Lighthouse analysis: page comparison, real-user data, batch runs, regression tracking, diagnostics and recommendations.
- Developer Tools
rust-works/omni-dev
Atlassian Jira and Confluence with schema-validated Markdown/ADF conversion that flags content-model violations instead of silently dropping nodes.
- Knowledge & Memory
rwnalds/engram
Git-backed, Obsidian-compatible Markdown second brain for agents: search ranks live notes above superseded ones, with per-agent tokens and a git audit trail.
- Developer Tools
ryan0204/github-repo-mcp
Browse GitHub repositories, explore directories and view file contents.
- Finance & Fintech
ryansilk/apexvol-mcp
ApexVol options analytics: chains, IV rank, volatility risk premium, Greeks, gamma exposure (GEX), expected moves and market screeners.