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Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 82)

Browse categories (58)
4066 entries · page 82 of 102

  1. sf-shenfeng/learn-shell

    Self-hosted teaching OS for agents: courses, lessons, FSRS flashcards, graded exercises, real-time teaching sessions and teaching memory.

    Education

  2. sF1nX/x402station

    Preflight checks for x402 payments: detect decoys, zombie endpoints, dead services and price traps before an agent pays, plus forensics and alternatives.

    Aggregators

  3. SFHAJJI/lex

    Point-in-time Luxembourg and EU law from Legilux and EUR-Lex: read-only search, as-of retrieval, article history, diffs, timelines and citations.

    Legal

  4. sgateway/s-gw

    Local credential gateway for coding agents: agents get handles instead of raw secrets, and one-time approvals inject credentials only into approved commands.

    Security

  5. sgx-labs/statelessagent

    Local agent memory with provenance tracking that detects when sources change, plus session handoffs, decision records, semantic search and a knowledge graph.

    Knowledge & Memory

  6. sh-patterson/fec-mcp-server

    Query FEC campaign finance data via the OpenFEC API: search candidates, track donations, analyze spending and monitor Super PAC activity.

    Finance & Fintech

  7. sh-patterson/legiscan-mcp

    Legislative data from all 50 US states and Congress via the LegiScan API: search bills, get full text, track votes and look up legislators.

    Research

  8. sh6drack/zen-mcp

    Zen Browser automation via WebDriver BiDi: navigation, form filling, screenshots and JavaScript evaluation.

    Browser Automation

  9. shahabazdev/inxmail-mcp

    Manage Inxmail Commerce transactional emails: events, sendings, bounces, blocklist and blacklist, reactions and delivery tracking.

    Communication

  10. shaikhspeare/wanderlog-mcp

    Read and edit Wanderlog trip itineraries: trips, places, notes, hotels, checklists and dates.

    Travel & Transportation

  11. shakaran/symfony-agent-mcp

    Read-only introspection of Symfony codebases: routes, controllers, services, entities, schema, migrations, Doctrine, Messenger, Twig and API Platform.

    Developer Tools

  12. sharafutdinovdi/revit-model-mcp

    Read a live Autodesk Revit model (elements, parameters, views, warnings, PNG exports); model changes are opt-in, with dry runs and post-commit verification.

    Art & Culture

  13. shareseer/shareseer-mcp-server

    Real-time SEC filings, financials and insider trading data via ShareSeer.

    Finance & Fintech

  14. shariqriazz/google-ai-search-mcp

    Search, documentation retrieval, code analysis and architecture research powered by Google's Vertex AI or the Gemini API.

    Search & Data Extraction

  15. sharozdawa/ai-visibility

    Track brand visibility across ChatGPT, Perplexity, Claude and Gemini: visibility scores, sentiment analysis, competitor detection and trend charts.

    Marketing

  16. SHARProduction/production-metadata-mcp

    Read-only SHAR Production metadata gate that validates rights-aware video-production manifests and returns a releasability result.

    Multimedia Process

  17. shashankss1205/codegraphcontext

    Index local code into a graph database to give AI assistants context, with graphical code visualizations for humans.

    Coding Agents

  18. shdomi8599/vibie-mcp

    Deploy static HTML folders to permanent Vibie URLs, with folder markers for easy redeploys.

    Cloud Platforms

  19. sheawinkler/ContextLattice

    Private-by-default memory and context layer for agents with staged retrieval across fused data backends and long-horizon context continuity.

    Knowledge & Memory

  20. ShekharBhardwaj/AgenticLedger

    Query the local Agentic Ledger flight recorder: agent sessions, costs, loop runs and stuck-loop flags captured by a transparent proxy.

    Monitoring

  21. shellsage-ai/mcp-server-boilerplate

    Starter templates for MCP servers in TypeScript and Python, with tool, resource and prompt patterns.

    Developer Tools

  22. shensi8312/blogburst-mcp-server

    Content generation, repurposing and publishing with BlogBurst: write blogs, adapt content for social platforms, find trending topics and publish directly.

    Marketing

  23. shibley/apistatuscheck-mcp-server

    Check the real-time operational status of cloud services and APIs such as AWS, GitHub, Stripe, OpenAI and Vercel.

    Monitoring

  24. shichuanqiong/AgoraDM

    Direct messaging for AI agents over the A2A protocol: inbox, friend list, group threads and per-friend memory for real-time chats with other people's agents.

    Communication

  25. shieldly-io/mcp

    Analyze AWS IAM policies and CloudFormation templates with Shieldly to flag privilege-escalation paths, wildcards and over-permissive access.

    Security

  26. ShieldZCash/shieldz-mcp

    Non-custodial crypto payments: create payment links and tip jars from a wallet address, with funds settling directly to the merchant's wallet.

    Finance & Fintech

  27. shinpr/mcp-local-rag

    Local document search: semantic search over PDF, DOCX, TXT and Markdown files with LanceDB vector storage and local embeddings.

    Knowledge & Memory

  28. ShinyDapps/l402-kit

    L402 SDK for TypeScript, Python, Go and Rust: server middleware, an auto-paying agent client, an MCP server, LangChain integration and budget control.

    Finance & Fintech

  29. shiped-app/shiped-mcp

    Deploy AI-generated HTML, CSS and JavaScript to a public HTTPS URL.

    Cloud Platforms

  30. ShipItAndPray/mcp-compress

    Data compression with gzip, Brotli, deflate and TurboQuant quantization, with automatic algorithm selection.

    Data Science Tools

  31. ShipItAndPray/mcp-market-data

    Live cryptocurrency market data: real-time prices, OHLCV, order books and market summaries.

    Finance & Fintech

  32. ShipItAndPray/mcp-memory

    SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.

    Knowledge & Memory

  33. ShipItAndPray/mcp-turboquant

    LLM quantization: convert models to GGUF, GPTQ and AWQ, recommend quantization settings, evaluate quality and push to Hugging Face Hub.

    Data Science Tools

  34. shipstatic/mcp

    Deploy and manage static sites: upload files, get a URL and connect custom domains.

    Cloud Platforms

  35. shkyyy18/mi_fitness_data_bridge

    Unofficial Mi Fitness connector: local SQLite storage and JSON/CSV exports of sleep, activity, workouts and other records.

    Sports

  36. shopsavvy/shopsavvy-mcp-server

    ShopSavvy product and price data: search by barcode, ASIN or URL, get product details, compare retailer prices and track price history.

    Search & Data Extraction

  37. shuji-bonji/xcomet-mcp-server

    Translation quality evaluation with xCOMET models: quality scoring, error detection with severity levels and batch processing.

    Translation Services

  38. shunshi-ai/bazi-reader-mcp

    Bazi (Four Pillars) charting with true solar time correction and output in Chinese, English, Japanese and Korean.

    Art & Culture

  39. Shweta-Mishra-ai/tokenmizer

    Session memory via a local OpenAI-compatible proxy that extracts tasks, decisions and files into a knowledge graph and checkpoints before context overflow.

    Knowledge & Memory

  40. shyshlakov/pci-dss-mcp

    PCI DSS static analysis for Go payment code: finds PAN/CVV exposure, weak crypto, missing audit logs and vulnerable deps, each mapped to a PCI requirement.

    Security