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MCP Servers Directory

Open-source Model Context Protocol (MCP) servers that let AI assistants and agents use external tools and data. Entries come from the community list awesome-mcp-servers; we have not tested each server, so check the repository before you install one.

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wyattjoh/jsr-mcp

Access JSR, the JavaScript Registry.

Wynelson94/longhand

Persistent local memory for Claude Code: indexes all sessions verbatim into SQLite and ChromaDB for semantic recall across your history, with no API…

x402-index/x402search-mcp

Search x402-enabled HTTP APIs by keyword, paid per search via x402 micropayments on Base.

x402node/x402-mcp

Exposes x402-paid APIs discovered from Coinbase Bazaar, handling USDC micropayments on Base.

x51xxx/codex-mcp-tool

Connect an IDE or AI assistant to Codex CLI for code analysis and editing, with support for multiple models.

x51xxx/copilot-mcp-server

Connect an IDE or AI assistant to GitHub Copilot CLI for code analysis, review and batch processing.

x7even/cloudcostsmcp

Live AWS, GCP and Azure prices for FinOps: public list prices and enterprise negotiated rates (Reserved Instances, Savings Plans, CUDs, EDPs).

xarl3z/magzdown-agent-tools

Turn Markdown into a shareable link rendered as a typeset document (tables, Mermaid, math, pagination); content is stored in the URL, not uploaded.

XavierFabregat/spotify-mcp

Conversational Spotify control: play by description and manage the queue, devices, playlists and library, with a guided setup wizard.

xChuCx/agent-memory

Git-native project memory for coding agents: Markdown in your repo, reviewable staged updates, secret/PII-safe and branch-aware, without cloud or…

xcodebuild

Build iOS Xcode workspaces or projects and feed errors back to the LLM.

xDarkzx/Reaper-MCP

Music production in REAPER: transport, tracks, MIDI editing, mixing and FX, tempo maps, markers and regions, and ReaScript execution.

XeroAPI/xero-mcp-server

Access Xero's accounting and business features via its API.

xexr/mcp-libsql

Security and management tools for libSQL databases.

xfloukiex-lab/road-poneglyph

Review a plan for what's missing: unstated assumptions, omitted technical risks and execution blind spots, as a structured pre-mortem.

XGenerationLab/xiyan_mcp_server

Fetch data from databases with natural-language queries, using XiyanSQL as the text-to-SQL model.

xing5/mcp-google-sheets

Create, read, update and manage spreadsheets through the Google Sheets API.

XixianLiang/HarmonyOS-mcp-server

Device control and UI automation for HarmonyOS Next devices.

XJTLUmedia/AI-HR-Management-Toolkit

Resume parser and applicant tracking system: parse resumes into JSON, extract skills, score and rank candidates, and manage jobs, interviews and…

XJTLUmedia/Context-First-MCP

Session memory with tiered storage, context health monitoring, reasoning quality checks and truthfulness verification.

xmpuspus/cloudwright

Cloud architecture design for AWS, GCP, Azure and Databricks: cost estimates, compliance checks, Terraform/CloudFormation export and blast-radius…

xmpuspus/ph-civic-data-mcp

Philippine government data: PHIVOLCS earthquakes and volcano alerts, PAGASA weather and typhoons, PhilGEPS procurement, PSA census data and AQICN…

xns-cloud/relayer-mcp

Install and manage a self-hosted XNS Relayer, S3-compatible object storage on a decentralized provider network: setup, health, configuration and…

Xquik-dev/x-twitter-scraper

X (Twitter) automation: post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways and monitor accounts.

xsf0221/pattern-vista-cli

End-of-day S&P 500 and Nasdaq 100 technicals: distance from the 200-day average, breadth above it, and nightly chart patterns with historical win…

xspadex/bilibili-mcp

Fetch trending videos from Bilibili.

Xuanwo/mcp-server-opendal

Access any storage backend through Apache OpenDAL.

XuebinMa/AIWiki

Search and read AiWiki, a bilingual English/Chinese encyclopedia of AI-coding pitfalls and LLM privacy protection, with cited evidence.

XWeaponX7/rundida-mcp

Running calculators: pace, time and distance, race time predictions (Riegel formula), heart rate training zones (Karvonen method) and marathon event…

xyver/daedal-map

Geographic data packs for disasters, FX rates and global indicators, with new packs added weekly.

xzq.xu/jvm-mcp-server

JVM-based MCP server implementation.

XZXZZX-Ai/bilibili-mcp

Local-first Bilibili MCP server for video metadata, subtitles and structured transcripts, chapters, popular comments, and optional local ASR…

yamanoku/baseline-mcp-server

Search Baseline status using the Web Platform API.

yamantaka520/Agent-Memory-OS

Local-first memory for AI agent teams: private, team and project access control, associative recall and federated sync with revocation, plus a web…

yamariki-hub/japan-corporate-mcp

Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat): companies, financials, patents, subsidies, procurement and government…

yaminbkk/NexusMem

Correlates failed shell commands and their exit codes with whatever later fixed them, alongside git diffs and docs, stored locally in SQLite.

Yang1Bai/claw-tsaver

MCP proxy that replaces oversized tool results with a preview and an on-demand handle to save tokens.

yangkyeongmo@/mcp-server-apache-airflow

Connect to Apache Airflow.

YangLiangwei/PersonalizationMCP

Aggregate personal data from Steam, YouTube, Bilibili, Spotify, Reddit and other gaming, music, video and social platforms, with OAuth2 and token…

yanjingzhaisun/cozyvtt-mcp

Run campaigns as game master in CozyVTT, a self-hosted virtual tabletop: dice, chat narration, tokens and maps, initiative, character sheets and…

yanmxa/scriptflow-mcp

Turns repetitive AI interactions into persistent, executable Bash, Python, Node.js or TypeScript scripts.

yannbrrd/simple_snowflake_mcp

Snowflake access that works behind a corporate proxy, with read and optional write operations.

yashshingvi/databricks-genie-MCP

Databricks Genie API: ask natural language questions, run SQL queries and interact with Databricks conversational agents.

ybouhjira/claude-code-tts

Text-to-speech for Claude Code using OpenAI's TTS API, with multiple voices and cross-platform playback.

ycs77/apifable

Explore OpenAPI specs, search endpoints and generate TypeScript types.

ydb/ydb-mcp

Interact with YDB databases.

yehuoshun/yuque-ai-mcp

Full-featured Yuque (语雀) MCP server with 62 fine-grained tools across 13 domains — documents, knowledge bases, TOC, search, statistics, notes,…

yenchieh/diagramzu-mcp

Create Mermaid diagrams in a shared workspace, with version history, comments, embedding, presentation decks and diagram linting.

yepcode/mcp-server-js

Run LLM-generated code in a YepCode sandbox and create custom MCP tools in JavaScript or Python with npm and PyPI packages.

yessGlory17/job-verify

Check recruiters and job offers for scams: cross-checks company registration, domain age, look-alike domains, blocklists and crypto-scam databases.

YGao2005/scholar-feed-mcp

Semantic search over CS and AI papers with citation-graph traversal, full-text extraction, embeddings and BibTeX export.

yikakia/godoc-mcp-server

Query Go package information on pkg.go.dev.

yimindev/dati

Semantic gateway that turns common databases into MCP services, enriched with business metadata and parameterized SQL tools.

yincongcyincong/VictoriaMetrics-mcp-server

Interact with the VictoriaMetrics database.

yinnho/aginxbrowser

Chromium-free agent browser with built-in V8: tiered fetching, multi-engine search, screenshots, persistent login sessions and CDP access.

yiwenlu66/PiloTY

Control interactive terminals (PTY) with stateful sessions, SSH connections and background process management.

yjcho9317/nworks

Manage NAVER WORKS messages, calendar, drive, mail, tasks and boards, also available as a CLI.

yli769227-jpg/ashare-mcp

Chinese A-share financial statements: pull annual reports, run industry-aware accounting cross-checks and compare peers with average-equity ROE.

ymw0407/auth-fetch-mcp

Fetch content from login-protected pages such as Notion, Google Docs, Jira and Confluence via a real browser login with persistent session caching.

Yocoolab/mcp-server

Pin visual feedback on live web pages with the Yocoolab extension and hand it to coding agents with the element, selector and screenshot attached.

yoelbassin/gnuradioMCP

Create and modify GNU Radio RF flowcharts (.grc files).

yolfinance/yolfi-agent

Yolfi Payments integration: register workspaces, create crypto checkout links, configure and verify webhooks and check payment status.

Yomiracle/trinity-lite

Local task bus for CLI AI agents such as Codex and Claude Code: route work, persist state in SQLite and collaborate through a shared server.

yonlandwu/chinese-almanac-mcp

Chinese almanac (Tung Shing): daily readings, hour-pillar luck ratings, NASA JPL-based solar terms, auspicious dates, zodiac horoscopes and lucky…

yonro/memory-os-cli

XMemo: user-owned agent memory to save, search, recall and manage scoped memories across AI tools.

yoryocoruxo-ai/rendoc-mcp-server

Generate PDFs (invoices, contracts, reports, certificates) from reusable templates or inline HTML/Handlebars via the rendoc API, and manage templates.

youichi-uda/godot-mcp-pro

Godot game engine integration: scene editing, scripting, animation, tilemaps, shaders, input simulation and runtime debugging.

Younghef/nutriref-api

USDA FoodData Central nutrition data, paid per call via x402 (USDC on Base): food search, details, comparisons and recipes.

yourmatematt/agent-billboard-mcp

Read and post to The Agent Billboard, a single on-chain Solana message slot won by outbidding the previous poster, with operator spend limits.

ypollak2/llm-router

Subscription-aware LLM router for Claude Code: routes tasks to providers like OpenAI, Gemini, Groq and Ollama by complexity, subscription usage and…

ypratap11/dokimo-mcp

Verify AI-agent revenue claims by recomputing a Merkle proof and checking it against an on-chain anchor (x402, agentic payments).

YS-projectcalc/agent-cold-email

Coldrig cold-email infrastructure run by your agent: buy domains, provision mailboxes, warm up, run sequences and handle replies.

ysalitrynskyi/opn-mcp

Shorten links, read click analytics, generate branded QR codes and manage links on opn.onl, the open-source, self-hostable URL shortener.

yshngg/pmcp

Prometheus integration.

yubinkim444/ai-first-scraper-mcp

Ad-free web scraping and search as clean Markdown: fetch pages singly or in parallel batches, and search the web for top-k pages.

yubinkim444/repo-memory

Shared, git-tracked memory for AI agents on the same codebase: facts, decisions and gotchas stored in a committed repo directory and synced via git.

YuChenSSR/mindmap-mcp-server

Generate interactive mind maps.

YuChenSSR/multi-ai-advisor

Query multiple Ollama models and combine their responses for diverse perspectives on a single question.

yuelinghuashu/story-cli

Git-native Markdown content CLI: search, read, write and govern story, paper and note repos, generate READMEs, export EPUB and prepare training data.

YugantM/hvtracker-mcp

Pre-connect supply-chain trust checks for AI agents, frameworks and MCP servers: evidence-based HVTrust scores and verdicts from public signals…

YuliiaKovalova/dotnet-template-mcp

Search, inspect, preview and create dotnet new projects via the .NET Template Engine, with parameter validation, defaults and NuGet resolution.

yuluo688/gen-image-mcp

Generate and edit images via your own OpenAI-compatible or Gemini image APIs and save them into the project directory, with optional model fallback.

yuna0x0/anilist-mcp

Anime and manga information from the AniList API.

yuna0x0/hackmd-mcp

Interact with HackMD.

yunfeng-enrich/usemymac

Turn a Mac into a remote computer-use server via CUA: screenshots, mouse, keyboard, windows and apps, token-protected and exposed through a…

yusong652/pfc-mcp

ITASCA PFC discrete element simulation: browse documentation, execute scripts, capture plots and manage long-running tasks via a bridge to the PFC…

yusong652/yade-mcp

YADE discrete element method (DEM) simulation: search API docs, run code via a REPL or background tasks, monitor progress and review task history.

Yusufihsangorgel/queue-inspector-mcp

Inspect and operate Redis-backed Asynq and BullMQ job queues: per-state counts, decoded job payloads and errors, retry and delete, with a read-only…

Yutarop/ros-mcp

Control robots with natural language via ROS 2 topics, services and actions.

yuvalsuede/claudia

Task management for Claude agents: hierarchical tasks, dependencies, sprints, acceptance criteria and multi-agent coordination.

yWorks/mcp-typescribe

Provides TypeScript API information so agents can work with APIs not in their training data.

yyyhy/nash-arena

Chess and card game arena where LLM agents compete.

Zacccck/Claude-MCP-Read-Email-Attachments

Read Outlook email attachments via Microsoft Graph, parsing PDF, Word (including embedded images), Excel and text files into structured content.

zach-snell/bbkt

Bitbucket Cloud workspaces, repos, PRs, pipelines, issues and source code, hiding tools the API key cannot use.

zackpeters93/ugs-mcp

CNC control via Universal G-code Sender (GRBL): jog, home, run G-code files, inspect toolpaths and estimate cycle times, with two-step motion…

zaebee/codegraph-brain

Local Python/TypeScript code graph: call tracing, multi-hop impact analysis, authz reachability audits, coupling metrics and architectural drift…

zaharajabeen13-create/ai-rete-rag-mcp

Rule-based decisions: a Rete engine returns verdicts explained via retrieval over your policy documents, with rules drafted from policy text and…

zaialamm/citable-mcp

Pay-per-call SEO and AI visibility checks via x402 on Solana: keyword research, on-page audits, AI-citation checks, and rank, SERP, domain and…

zaizaizhao/mcp-swagger-server

Converts OpenAPI/Swagger specifications to MCP format so AI assistants can call REST APIs.

zarcherlot/code-relay

Branch-scoped runbooks and cross-machine verification with auditable receipts for coding agents.

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