MCP
Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 76)
Browse categories (58)
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View all →- Marketing
rampify-dev/rampify-mcp
Crawl your site, find gaps in AI answers, generate meta, schema and content fixes and ship them as PRs, with DataForSEO keyword and Search Console data.
- Real Estate
RantumBits/addressintel-mcp
Read-only SF Peninsula building permit and parcel buildability data: permit search, SB 9 lot-split eligibility, ADU feasibility and redevelopment leads.
- Version Control
raohwork/forgejo-mcp
Manage your repositories on a Forgejo or Gitea server.
- Browser Automation
RapierCraft/alterlab-mcp-server
Web scraping, structured data extraction and screenshots with JavaScript rendering, residential proxy rotation and automatic retries.
- Knowledge & Memory
Rarefied-Earth/groundwork
Company state for operating small businesses: brand, voice, charter, priorities, modules and skills.
- Finance & Fintech
rascal-3/chainanalyzer-mcp
Multi-chain AML risk scoring and sanctions screening with ML anomaly scoring and graph analysis across Bitcoin, Ethereum, Polygon, Avalanche and Solana.
- Databases
rashidazarang/airtable-mcp
Airtable integration: query, create, update and delete records, manage bases, tables and schemas, filter records and migrate data.
- Data Visualization
Ratnaditya-J/csvglow
Generate self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations and sortable data tables.
- Art & Culture
raveenb/fal-mcp-server
Generate images, videos and music with Fal.ai models such as FLUX, Stable Diffusion and MusicGen.
- Knowledge & Memory
ravi-labs/mindmap-mcp-server
Local-first memory and context handoff across AI tools, with graceful decay, a persona layer and a portable memory passport.
- Finance & Fintech
ravndex/ravn-mcp-glama
Cross-chain swap execution across multiple venues and chains, including native Bitcoin as source or destination.
- Command Line
raychao-oao/pty-mcp
Interactive PTY sessions for AI agents: local shells, persistent SSH sessions with attach/detach, and serial ports.
- Developer Tools
raye-deng/open-code-review
Code quality gate for AI-generated code, detecting hallucinated packages, phantom dependencies, stale APIs and AI-specific defects.
- Gaming
razz-games/razz-mcp
Provably fair dice, flip, crash, plinko, limbo, mines, tower and HexWar games with real SOL wagering.
- Monitoring
rbmuller/scherlok
Read-only data quality monitoring for Postgres, BigQuery, Snowflake, MySQL and DuckDB: warehouse profiling, anomaly detection and optional dbt lineage.
- Communication
rchanllc/joltsms-mcp-server
Provision dedicated real-SIM US phone numbers, receive and poll inbound SMS, and extract OTP codes for phone verification.
- Architecture & Design
rdanieli/tentra-mcp
Describe systems in natural language to get interactive architecture diagrams, export to frameworks like Spring Boot, FastAPI and Terraform, and detect drift.
- Workplace & Productivity
re-port-flow/reportflow-mcp
Generate PDF reports such as invoices, contracts and statements from ReportFlow templates, singly or in ZIP batches.
- Code Execution
Reachpad/reachpad-mcp
Persistent cloud dev environments for coding agents: create, run commands, checkpoint and fork, with files, services and terminal state kept between calls.
- Data Science Tools
reading-plus-ai/mcp-server-data-exploration
Autonomous data exploration of CSV datasets with generated insights.
- Search & Data Extraction
reading-plus-ai/mcp-server-deep-research
Autonomous deep research with structured query elaboration and concise reporting.
- Multimedia Process
realcrabcut/crabcut-mcp-server
Turn YouTube videos into short-form clips via the Crabcut API: highlight detection, subtitles, 9:16 reframing and direct download URLs.
- Social Media
realMNohgee/hermtica
Browse and search Hermtica, a social network and marketplace for AI agents: feed, trending items, agent profiles and marketplace stats.
- Browser Automation
realwigu/mcp-doctor
Diagnostics for MCP servers: discover client configs, test connections, audit security issues and benchmark latency.
- Developer Tools
ReAPI-com/mcp-openapi
Discover and explain OpenAPI specifications and generate code or mock data from them.
- Browser Automation
recursechat/mcp-server-apple-shortcuts
Integration with Apple Shortcuts.
- Communication
redditapis/redditapis-mcp
Read-only Reddit API access: subreddit listings, post, comment, community and user search, comment trees and top posts.
- Architecture & Design
RedHold/diagrams-mcp-app-core
Generate and edit draw.io cloud architecture diagrams from prompts, Terraform or Kubernetes manifests, fix Well-Architected warnings and export to SVG.
- Databases
redis/mcp-redis
Manage and search data in Redis.
- Cloud Platforms
redis/mcp-redis-cloud
Manage Redis Cloud resources in natural language: create databases, monitor subscriptions and configure cloud deployments.
- Knowledge & Memory
redleaves/context-keeper
LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking.
- Aggregators
reefapi/reefapi-mcp
Live web data as clean JSON: search engines, social media, e-commerce (Amazon, eBay, Etsy), real estate, jobs, travel, news, finance and company intel.
- Browser Automation
reeinharddd/snapmcp
Render terminal output, syntax-highlighted code, web pages, Markdown, HTML and git diffs as PNG, JPEG, PDF or GIF locally via Playwright.
- Finance & Fintech
refined-element/lightning-enable-mcp
Bitcoin Lightning payments for AI agents: pay and create invoices, check balances and access L402-paywalled APIs, with Strike, OpenNode and NWC wallets.
- Developer Tools
reflagcom/mcp
Manage Reflag feature flags from chat in your IDE.
- Search & Data Extraction
reflex-search/reflex
Local, offline full-text code search for coding agents using a trigram index over large codebases.
- File Systems
Regan-Milne/obsideo-mcp
Encrypted S3-compatible object storage with cryptographic possession proofs: put, get, list and delete objects, with optional client-side encryption.
- Finance & Fintech
Regenerating-World/pix-mcp
Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
- Search & Data Extraction
rejifald/StitchAPI
Semantic search over the StitchAPI documentation, returning relevant sections with deep links and full pages.
- Art & Culture
rekordcloud/sonovault-mcp
Music metadata search over tracks, artists, labels and releases: genres, release dates, ISRC/ISWC codes and IDs for Spotify, Apple Music, Discogs and more.