MCP
Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 45)
Browse categories (58)
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View all →- Developer Tools
jarvisassistantux/loopsense
Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.
- Developer Tools
jasonjmcghee/claude-debugs-for-you
VS Code extension and MCP server for language-agnostic automatic debugging via breakpoints and expression evaluation.
- Cloud Platforms
jasonwilbur/cloud-cost-mcp
Compare real-time cloud instance prices across AWS, Azure, GCP and OCI, with workload calculators and migration savings estimates.
- Cloud Platforms
jasonwilbur/oci-pricing-mcp
Oracle Cloud Infrastructure price data with cost calculators and cross-provider comparisons.
- E-Commerce
jasp-nerd/marktplaats-mcp
Search Marktplaats and 2dehands, the Dutch and Belgian second-hand marketplaces: filtered listings, ad details, seller reviews and new-listing monitoring.
- Aggregators
jaspertvdm/mcp-server-gemini-bridge
Bridge to the Google Gemini API for accessing Gemini Pro and Flash models.
- Aggregators
jaspertvdm/mcp-server-ollama-bridge
Bridge to a local Ollama server for running Llama, Mistral, Qwen and other local models.
- Aggregators
jaspertvdm/mcp-server-openai-bridge
Bridge to the OpenAI API for accessing GPT-4, GPT-4o and other OpenAI models.
- Art & Culture
jau123/MeiGen-AI-Design-MCP
Image generation and editing with a curated prompt library, prompt enhancement and routing across local ComfyUI, MeiGen Cloud and OpenAI-compatible APIs.
- Version Control
JaviMaligno/mcp-server-bitbucket
Bitbucket repository management: PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions and source browsing.
- Databases
JaviMaligno/postgres_mcp
PostgreSQL querying, schema exploration and table analysis, read-only by default with SQL injection prevention.
- Biology, Medicine and Bioinformatics
JaviMaligno/vitamind-mcp
Estimate solar vitamin D synthesis: whether it happens now, minutes needed by Fitzpatrick skin type and viable months by latitude, using Open-Meteo UV data.
- Developer Tools
jawdat6/fixgraph-mcp
Search and contribute to a community-verified knowledge base of engineering issues and fixes, with trust scores and fix verification.
- Knowledge & Memory
jayasukuv11-beep/agenthelm
Shared, versioned memory and governance for AI coding agents, resolving architectural decision conflicts across agents.
- Workplace & Productivity
JayOfemi/byakugan
Local AI-text analysis: AI detection, exact AI-tell spans, a reuse check and a grammar pass.
- Finance & Fintech
JayOfemi/shikamaru
Deterministic day-count and accrued-interest calculations using ISDA and ICMA conventions.
- Real Estate
jbechtel-97/dealflowpro-mcp-server
Multifamily real estate deal analysis for 2 to 200 unit properties: cap rate, DSCR, cash-on-cash, IRR, deal score, maximum offer price and market data.
- Finance & Fintech
jblaz6335/mcp-server-aidatamarketplace
Discover, preview and buy live agent data APIs (vendor risk, company intelligence, transaction preflight, EVM reads), paying via x402 in USDC on Base.
- Knowledge & Memory
jcdickinson/simplemem
Simple memory for coding agents using DuckDB and VoyageAI.
- Developer Tools
jcooley8/pincushion-plugin
Visual feedback for coding agents: stakeholders drop pins on a live app, and the agent reads each pin's selector, screenshot, DOM snippet and thread to fix it.
- Communication
jcoulaud/shipmail-mcp
Shipmail business email: manage custom-domain mailboxes, read and send messages, draft replies, inspect threads and automate REST API and webhook workflows.
- Developer Tools
JeanFrancoisGagne/crapkit
Read-only per-function CRAP scores (complexity and coverage) that point to the worst function to fix next, with uncovered lines and near-duplicates.
- File Systems
jeannier/homebrew-mcp
Manage macOS Homebrew packages with natural language, get suggestions and troubleshoot brew issues.
- Other Tools and Integrations
jen6/ticktick-mcp
TickTick integration built on the ticktick-py library, with improved filtering capabilities.
- Finance & Fintech
JeongSeongMok/tossinvest-openapi-mcp
Read-only Toss Securities Open API documentation: browse endpoints and schemas, follow integration guides and generate curl, TypeScript and Python samples.
- Finance & Fintech
Jeric1223/tossinvest-mcp
Toss Securities Open API for Korean and US stocks: orders behind single-use confirmation tokens, quotes, order book, candles, investor flows, holdings and FX.
- Search & Data Extraction
JerryLiu369/agent-web-search
Provider-neutral web search aggregating model grounding (Gemini, Grok, DeepSeek and others) and search APIs such as Exa, Brave, Perplexity and Tavily.
- Knowledge & Memory
jessedu29260-netizen/booboo
View and query your AI system (agents, memory, knowledge, automations) as a 3D knowledge graph: stats, search, node details, neighbors and pathfinding.
- Search & Data Extraction
JessieJanie/skim402
Convert any URL into clean Markdown with structured metadata (title, byline, published date, language), paid per use via x402.
- Developer Tools
jetbrains/mcpProxy
Work with JetBrains IDEs such as IntelliJ, PyCharm, WebStorm and Android Studio.
- Finance & Fintech
jf-cmyk/blocksize-agentic-payments-mcp
Read-only Blocksize market-data discovery: search instruments, read docs and build x402 URLs for paid live data settled in USDC on Solana and Base.
- Architecture & Design
jgsystemsconsulting/jgs-magic-sysmlv1-mcp
Bridge to live SysML v1 models in CATIA Magic: query, audit, trace and edit blocks, requirements, allocations and diagrams over a local, air-gapped connection.
- Search & Data Extraction
jhomen368/overseerr-mcp
Media discovery, requests and management via Overseerr and Seerr for Plex, Jellyfin and Emby.
- Gaming
jhomen368/steam-reviews-mcp
Search Steam games, fetch user reviews and analyze sentiment with topic drill-down.
- Security
Jiangw2718i/frisk
Screen x402 payment counterparties before paying: address sanity, payTo swap, transport safety and spend policy checks with an allow, review or block verdict.
- Gaming
jiayao/mcp-chess
Chess opponent that plays against LLMs.
- Developer Tools
jiezeng2004-design/PatchWarden
Local-first safety and verification layer for coding agents: workspace confinement, command allowlists, scope-violation detection and auditable task evidence.
- Coding Agents
jigyasudham/veto
Specialist agent council for AI coding CLIs with a self-learning router, cross-CLI memory and guards against dependency hallucinations and decision drift.
- Other Tools and Integrations
jimfilippou/things-mcp
Create, update and manage todos and projects in the Things app via its URL scheme.
- Security
jimmyracheta/AI-Runtime-Guard
Runtime policy enforcement for AI agents that prevents accidental system damage and unauthorized access, with automatic backups before file writes.