MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

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iwork-studio

Create, edit, design and export Apple Numbers, Keynote and Pages files: designed decks with chart and table slides, brand kits and a design review.

Frontend, Content creation

★ 3

jev-mcp-server

Typed judgments from TypeSafe Jev: calibrated choice and score questions, A/B comparison, claim-vs-evidence verification and batch classification.

★ 3

keyblind

Encrypted secrets vault for AI agents: secrets are resolved at runtime and never exposed in LLM conversations.

Review & security

★ 3

keymem

Associative key-graph memory for LLM agents: recall by association rather than vector similarity.

Codebase understanding

★ 3

klaket

Local video understanding: word-timestamped transcripts, speaker labels, scenes, chapters and moment search from any video URL or file.

Documentation, Content creation

★ 3

koreanpulse

Korean equity data in English: real-time DART filings, foreign-holder 5%-rule flows, activist filings and KRX industry news.

★ 3

kura

Local Ethereum wallet for AI agents on macOS: read balances and history, request human-approved payments and pay for x402 resources with USDC on Base.

Business work

★ 3

lambdacad-mcp

Drive BricsCAD on Linux via an AutoLISP bridge: 2D drafting with dimensions and hatches, 3D solids with booleans, generated drawing views and PDF export.

Content creation

★ 3

langfuse-mcp-java

Query Langfuse traces and observations, debug exceptions, analyze sessions, scores and datasets, and manage prompts.

Testing & debugging, Deployment & ops

★ 3

lastping-app

Dead man's switch monitoring for AI agents, cron jobs and CI/CD pipelines: alerts when runs go silent, stall, fail or loop, with incident details.

Deployment & ops

★ 3

leadace

Outbound sales for Claude Code: per-prospect website research, one email per prospect from your own Gmail, reply tracking and structured rejection feedback.

Business work

★ 3

learn-shell

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

Codebase understanding

★ 3

lexapi-mcp

EU legal research over EUR-Lex: structured search, document fetch by CELEX number, recent Official Journal publications, citation graphs and semantic search.

Documentation

★ 3

lighter-mcp

Trade crypto and RWA perpetuals on the Lighter zk-rollup DEX, with tiered credentials, on-chain stop-loss and take-profit, and server-side safety caps.

★ 3

lintbase-mcp

Firestore schema context for coding agents: scans live collections and returns real field names, types and presence rates to prevent hallucinated queries.

Review & security

★ 3

linux-mcp

A Linux system monitoring MCP server providing real-time CPU, memory, disk, network, processes, Docker, systemd, security audit, and hardware info via STDIO

Deployment & ops, Review & security

★ 3

liquid

Connect agents to any REST API on the fly: maps the API once, then fetches typed data deterministically without per-call LLM use.

Documentation

★ 3

live-translate-mcp

Real-time English-Mandarin speech translation: local Whisper transcription, translation via the Claude API and local speech synthesis with Piper TTS.

Content creation

★ 3

lizard-mcp

Deploy services on Lizard with managed Postgres, Redis and S3, logs and metrics, secrets, scaling and custom domains.

Deployment & ops, Data & backend

★ 3

longport-mcp

Real-time stock market data, analysis and trading via the LongPort OpenAPI.

★ 3

loopsense

Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.

Deployment & ops

★ 3

maestro-career-studio

Your career history as a job-search toolkit: tailor a resume to each posting from what you actually did, score it the same way every time, render the PDF,

Frontend, Documentation

★ 3

maplibre-mcp

Render, validate and debug MapLibre map styles, with vector tile inspection, style spec and GL JS API lookups, and a live map that redraws as the agent edits

Testing & debugging

★ 3

market-pulse-mcp

Live market data from CoinGecko, Yahoo Finance and ExchangeRate API: crypto and stock prices, major indices, forex, trending coins and the Fear & Greed Index.

Codebase understanding, Business work

★ 3

mcp-applemusic

Apple Music control on macOS: DJ daemon and energy mixes, multi-room AirPlay, Spotify and M3U playlist import, listening journal and Apple Replay analytics.

Data & backend, Content creation

★ 3

mcp-architect

Local codebase architecture analysis: tech-stack overview, internal dependency graph with cycle detection, risk hotspots and module summaries.

Codebase understanding, Planning & architecture

★ 3

mcp-archiveorg

Full-text search inside the Internet Archive's scanned books, periodicals and documents, catalogue search, and Wayback Machine captures of a URL by date.

Documentation

★ 3

mcp-clickhouse

ClickHouse schema exploration, analytical queries and management, with statements gated by access mode, row caps and auditing.

Data & backend, Review & security

★ 3

mcp-code-sanitizer

Code review via Groq: finds bugs, vulnerabilities and SQL injections, compares and explains code, generates tests and HTML reports.

Testing & debugging, Data & backend

★ 3

mcp-compress

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

★ 3

mcp-doctor

Diagnostics for MCP servers: discover client configs, test connections, audit security issues and benchmark latency.

Testing & debugging, Review & security

★ 3

mcp-for-maya

MCP server giving AI agents spatial awareness inside Autodesk Maya — scene inspection, deterministic audit, checkpoint/rollback transactional safety,

Review & security

★ 3

mcp-gtm-suite

Go-to-market signals via Apify actors: hiring signals, tech stack detection, job board scanning, LinkedIn URL resolution, ICP scoring and signal aggregation.

Business work

★ 3

mcp-hub

Serve many stdio MCP servers from one container over HTTPS, with path-based routing, an aggregate endpoint using meta-tools, built-in OAuth 2.1 and hot reload.

Deployment & ops

★ 3

mcp-icp-fit-scorer

Score a company against a weighted ideal customer profile, returning a 0-100 score, an A/B/C tier and a per-signal breakdown.

Testing & debugging

★ 3

mcp-keycloak-admin

Administer Keycloak via its Admin REST API: users, roles, clients, groups, identity providers, federation and events, with a read-only mode.

★ 3

mcp-kubernetes

Multi-cluster Kubernetes monitoring and operations with safe access modes, namespace allowlists, gated delete/apply/exec, dry-run and audit logging.

Deployment & ops, Review & security

★ 3

MCP-Manim-Slides

Generate and render Manim-Slides presentations: run Manim code headlessly, compile to Reveal.js HTML, PDF or PPTX, and preview slides as images, videos or GIFs.

Content creation

★ 3

mcp-page-capture

Capture webpage screenshots, viewport or full-page, as base64 PNG.

Documentation

★ 3

mcp-pine

Memory read/write, save state slots and game metadata for PCSX2 and other emulators that support the PINE protocol.

Codebase understanding, Content creation

★ 3

mcp-redis-monitor

Read-only Redis monitoring: queue depths, Celery queue status, connected clients, server and memory stats, and key counts per database.

Deployment & ops, Data & backend

★ 3

mcp-reunion

Open data for La Réunion (French overseas region) from data.gouv.fr and the regional portal: economy, demographics, transport, health, education and more.

★ 3

mcp-server

Explore and download AI agent blueprints: list them, get summaries and download full Agent Skills directories for coding agents to implement.

★ 3

mcp-server

List channels and send notifications through the FastAlert API.

★ 3

mcp-server

Non-custodial ERC-4337 smart accounts, x402 payments, ERC-8004 on-chain reputation and service discovery for AI agents.

Business work

★ 3

mcp-server

Local SEO: SERP tracking, Google Business Profile data, review monitoring, keyword research, citation audits, geogrid rank scans and competitive analysis.

Testing & debugging, Deployment & ops

★ 3

mcp-server

ThinkNEO Control Plane for enterprise AI governance: runtime guardrails, observability, AI FinOps and agent lifecycle control.

Deployment & ops, Planning & architecture

★ 3

mcp-server

Public data lookups: CVE/SBOM security audits, license compliance, patents, federal contracts, NPI providers, nonprofit 990 filings and domain intelligence.

Review & security

★ 3

mcp-server

Buy and manage a global eSIM, paying per MB in USDT or USDC on chains such as TRON, Solana, Polygon and TON.

★ 3

mcp-server

Workflow orchestration with long-term memory and a knowledge graph: lead enrichment, content publishing, company research and media production.

Codebase understanding, Planning & architecture

★ 3

mcp-server-comparedge

Plans, prices, hidden costs, alternatives and comparisons for SaaS, AI and LLM tools.

Planning & architecture

★ 3

mcp-server-dns

DNS lookups, reverse DNS, WHOIS and domain availability checks.

★ 3

mcp-server-originalvoices

Query Original Voices digital twins, each representing a real person, to understand what users think and why.

Data & backend

★ 3

mcp-server-pronunciation

Local English voice coach with pronunciation, grammar, fluency and phoneme-level feedback, practice drills and learner-profile hints.

Testing & debugging

★ 3

mcp-server-questdb

Drive the QuestDB Web Console: notebook cells, SQL queries and charts on live time-series data.

Data & backend

★ 3

mcp-server-vibes-coded

Tools for agent supply-chain security, scanner consensus and x402 reliability, plus access to Vibes-Coded's commerce catalog.

Review & security

★ 3

mcp-sqlserver

Manage many SQL Server instances from one config, grouped by client or environment, with execution plans, index audits and stored-procedure analysis.

Data & backend, Review & security

★ 3

mcp-sysmon

Local system monitoring (CPU, memory, swap, disk, network) and process management: find resource-hungry processes, diagnose slowdowns and kill processes.

Deployment & ops, Codebase understanding

★ 3

mcp-taiga

Taiga project management: issues, user stories, tasks, epics, sprints, comments, attachments and wiki via a compact set of tools.

Documentation, Planning & architecture

★ 3

mcp-toolkit

React/TypeScript development toolkit: component scaffolding, dependency audits, WCAG checks, test generation, type enforcement and monorepo management.

Testing & debugging, Review & security

★ 3

MCPFlux

Flux image generation and editing from Black Forest Labs via the Ace Data Cloud API.

Content creation

★ 3

MCPSeedream

ByteDance Seedream image generation and editing via the Ace Data Cloud API.

Content creation

★ 3

melbis-shop

Work in a self-hosted Melbis Shop store as a staff user: project files with version history, database, catalog trees, product files and storefront pages.

Data & backend

★ 3

memxus-remote-mcp

Shared context for dev teams: syncs GitHub, Notion and saved decisions into reusable project context that agents load at the start of each session.

Codebase understanding, Business work

★ 3

MeshLedger

AI-to-AI marketplace with on-chain escrow.

★ 3

method-crm-mcp

Method CRM API integration: manage tables, files, users, events and API keys, with rate limiting and retries.

Business work

★ 3

mibly-apple-health-mcp

Apple Health data (sleep, steps, heart rate, HRV, workouts, body measurements) pushed from the Mibly iPhone app, stored encrypted on your own machine.

Review & security

★ 3

mneme

Vault-native, accountable memory for Claude Code: Markdown is the source of truth, with no LLM on the Stop path and redaction before any derived store.

Codebase understanding

★ 3

moysklad-mcp-ru

MoySklad cloud ERP for Russian retail and wholesale: stock, products, orders, counterparties and reports, plus confirmation-gated document writes.

Codebase understanding, Content creation

★ 3

mushi-mushi

Bug-report triage and fix dispatch: plain-English diagnoses of user-reported bugs with evidence, blast radius and a fix prompt, then automated GitHub fix PRs.

Codebase understanding

★ 3

my-pi

Local-first runtime for coding agents: bounded workspace access, guarded writes, AST search, LSP navigation and diagnostics, and Git tooling.

Documentation, Codebase understanding

★ 3

mymedi-ai-mcp-server

Healthcare billing: ICD-10, CPT and HCPCS code lookup, prior authorization prediction, claims validation, denial-risk scoring and HIPAA compliance auditing.

Review & security

★ 3

n8n-pro-mcp

Manage self-hosted n8n, including queue mode: workflows, executions, tags, credentials, variables, projects, users, security audits and health monitoring.

Deployment & ops, Review & security

★ 3

nash-arena

Chess and card game arena where LLM agents compete.

★ 3

nbg-rates-mcp

Independent server, not affiliated with NBG, for the National Bank of Georgia's official lari exchange rates: the rate on any date, exact conversions, batches

★ 3

nocturnusai

Deterministic reasoning engine for agent context compression: extracts structured facts with logical inference, proof chains and truth maintenance.

Documentation

★ 3

nowsecure-mcp-server

NowSecure Platform mobile security testing: list applications, pull remediation findings and generate PDF reports locally.

Testing & debugging, Review & security

★ 3

obsbot-mcp

Control an OBSBOT Tiny 2 webcam over USB: pan, tilt and zoom, subject tracking, presets, focus, exposure and white balance, snapshots and recording.

★ 3

Octocrawl

Web scraping for AI agents: scrape, map, crawl and batch public pages into Markdown, tables and JSON, each with an Evidence Record (final URL, HTTP status,

Documentation, Content creation

★ 3

omni-dev

Atlassian Jira and Confluence with schema-validated Markdown/ADF conversion that flags content-model violations instead of silently dropping nodes.

Planning & architecture, Content creation

★ 3

OntoPrune

Deterministic context pruning middleware for AI coding agents.

★ 3

openmm-mcp

Crypto market-making toolkit for DeFi analytics, CEX/DEX trading and liquidity management.

Data & backend

★ 3

openreflex

Local execution memory for coding agents: injects what worked and known fixes before similar tasks and advises whether to continue, pivot or stop.

Codebase understanding

★ 3

Orbiads-GAM-MCP

Google Ad Manager campaign management, line items, creatives, reporting, inventory exploration and ad-ops compliance audits.

Review & security, Codebase understanding

★ 3

ovh-api-mcp

Access the entire OVH API through search and execute tools that run sandboxed JavaScript (Code Mode).

Documentation

★ 3

oyemi-mcp

Deterministic, lexicon-based semantic word encoding and valence analysis: word-to-code mapping, semantic similarity and synonym/antonym lookup.

★ 3

oz-mcp-server

Unofficial bridge from Warp's Oz coding agent to any IDE or MCP client, plus native @oz in VS Code Copilot Chat.

★ 3

permisapi-mcp

Search French building permits (Sitadel open data), cross-referenced with DVF transactions, PLU zoning and BRGM natural and technological risks.

Documentation

★ 3

personal-understanding

Verbatim-first personal memory: hashed word-for-word messages, records linked to their source quotes, anti-fabrication validators and an audit dashboard.

Review & security, Codebase understanding

★ 3

pktctl

Drive Cisco Packet Tracer for CCNA labs: build and cable topologies, configure IOS, test with ping and simulation mode, and reach its whole IPC API over native

Testing & debugging

★ 3

placeroot

Overture Maps open data: places, geocoding, admin lookup, buildings, routing and isochrones, queried from the public GeoParquet release via DuckDB.

★ 3

postgres-mcp-hardened

Read-only PostgreSQL access: AST-validated queries in read-only transactions, schema inspection, column redaction, EXPLAIN cost guard and audit log.

Data & backend, Review & security

★ 3

pr-genius

Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution strategy.

Codebase understanding

★ 3

Precis

Local-first data quality workbench for Excel/CSV: validate against schemas and 10 zero-code constraint types (uniqueness, ranges, foreign keys, allowed values

Codebase understanding, Business work

★ 3

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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.