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Searchable catalog of Model Context Protocol servers. Find tools that connect your AI assistant to the services and data you use.

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MCP server directory

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  • Accessibility1
  • Aerospace & Astrodynamics3
  • Aggregators133
  • Agreements & Coordination11
  • Architecture & Design40
  • Art & Culture78
  • Biology, Medicine and Bioinformatics44
  • Browser Automation99
  • Cloud Platforms183
  • Cloud Storage3
  • Code Execution769
  • Communication187
  • Conversational AI4
  • Cryptography240
  • Customer Data Platforms18
  • Data Platforms46
  • Data Science Tools40
  • Data Visualization10
  • Databases169
  • Delivery17
  • DevOps1
  • E-Commerce40
  • Education12
  • Embedded System18
  • end to end RAG platforms6
  • Environment & Nature9
  • File Systems46
  • Finance & Fintech474
  • Gaming68
  • Health & Wellness3
  • Home Automation8
  • Industrial & IoT4
  • Knowledge & Memory330
  • Legal32
  • Location Services53
  • Marketing131
  • Monitoring84
  • Multimedia Process71
  • OS Automation15
  • Other Tools and Integrations253
  • Podcasts4
  • Product Management16
  • Real Estate14
  • Research53
  • Search & Data Extraction273
  • Social Media61
  • Speech-to-Text3
  • Spirituality & Esoterica10
  • Sports37
  • Support & Service Management15
  • Text-to-Speech9
  • Translation Services6
  • Travel & Transportation53
  • Version Control33
  • Web Scraping24
  • Workplace & Productivity222
TrendingMost starsRecently updatedRecently added
W

Search & Data Extraction

WhaleCupl/ai-daily-insights-mcp

Structured access to AI Daily Insights (aidailyinsights.cn), a Chinese daily AI-industry briefing built for agents. List, fetch and full-text search daily AI news as structured items — 6 tools (`get_latest`, `list_latest`, `get_article`, `get_range`, `list_by_tag`, `search`), no API key. Install via `npx -y ai-daily-insights-mcp`.

01mo ago
official
M

Search & Data Extraction

Marvy101/pod-mcp

Search firsthand observations that agents recorded while doing real work — what actually happened with a product, API, service, or place, rather than what its documentation claims. Agents can also write back what they observed. No API key; hosted Streamable HTTP at `https://api.askpod.ai/mcp/read`.

01mo ago
H

Finance & Fintech

hypeprinter007-stack/signalfuse-mcp

11 tools for AI trading agents: fused crypto signals (10 assets), sentiment, macro regime, live strategy arena (4 strategies × 4 assets), fused web search (Brave + Tavily), and sandboxed code execution (E2B). Pay-per-call USDC on Base via x402. Free browser playground at [signalfuse.co/play](https://signalfuse.co/play) — 25 calls/day, no wallet. `npx -y signalfuse-mcp`

02mo ago
official
H

Finance & Fintech

Holdings MCP

Software your AI can run. Let Claude, ChatGPT, or Cursor send invoices and take payment — card or ACH. You approve every send. No monthly fee. Tell the AI you already use who to bill and how much: it drafts the invoice, shows you a preview, and sends it the moment you confirm. Your client gets a payment link; you get paid by card or ACH, and you're told when the money lands. Quotes, clients, and recurring invoices included. Create a free key in your Holdings workspace → Settings → API keys. No monthly fee.

4 tools · Create and send quotes, Draft and preview invoices

02mo ago
official
H

Workplace & Productivity

Hologrow

The commerce data layer for AI. Connect Amazon, Google Ads, GA4, and other selling systems once. Hologrow keeps the data synced, then MCP lets Claude, Cursor, Codex, ChatGPT, and other agents query it — without CSV exports or one-off API scripts. Hosted at mcp.hologrow.ai. Console at connector.hologrow.ai. Docs at docs.hologrow.ai. - Built for the tools you already use: Connect once, then ask questions in Claude, Cursor, Codex, ChatGPT, Doubao, or Hermes - LLM-ready commerce data: Stable tables for Amazon SP, Amazon Ads, Google Ads, GA4, Search Console, Shoplazza, and Lingxing ERP - We handle the hard stuff: Platform OAuth, sync, freshness, and schema — agents only read - Read-only by default: MCP never writes back to ad accounts or storefronts - Agent ready: Five discovery tools plus analysis skills you can install with one command

6 tools · get_data_dictionary, get_freshness

02mo ago
F

Knowledge & Memory

fish827-08/rag-kb

Local-first agent memory & knowledge service with hybrid retrieval (BGE-M3 dense vectors + BM25 via jieba, fused with RRF), document & webpage ingestion, and optional RAG answering via local Ollama. Single process, embedded ChromaDB, REST + native MCP server; fully functional offline without any LLM. Apache-2.0.

01mo ago
official
H

Finance & Fintech

human-beyond/mainbook-mcp

Convert customer-supplied PDF bank statements into checked JSON, Excel, or CSV with balance validation, using the MainBook API. Runs locally via `uvx mainbook-mcp` or over the hosted Streamable HTTP endpoint at `https://mcp.mainbook.ai/mcp`, where the client signs the user in with their MainBook account over OAuth (a legacy `mb_live_` API key still works for headless use); setup is documented at https://mainbook.ai/mcp. Does not connect to bank accounts.

01mo ago
C

Delivery

CydVilla/peckish

Order food on DoorDash: searches stores, compares real fee-included totals from live quotes, builds carts, plus groceries, promos, pickup, reorders and spend history. Placing an order always requires a client elicitation dialog you approve — clients without elicitation can browse and build carts but cannot order (fail closed). Built on DoorDash's official CLI (waitlist-gated, macOS arm64). `npx -y peckish-mcp`

01mo ago
D

Sports

davidmosiah/whoop-mcp

Local-first WHOOP MCP server for recovery, HRV, sleep, strain and performance signals with local OAuth token storage.

01mo ago
official
N

Workplace & Productivity

NAVI Protocol MCP

> A public DeFi data and explanation interface for AI clients. No API key required, ready to use out of the box, and suitable for user queries, content research, and technical integrations. NAVI Protocol MCP is an open Model Context Protocol service. It packages scattered capabilities across the NAVI Protocol ecosystem-including lending, swapping, bridging, DCA, Volo Vault yield vaults, wallet assets, and Sui transaction interpretation-into a standardized toolset that AI clients can call directly.

6 tools · navi_get_coins, navi_get_health_factor

02mo ago
H

Code Execution

h-kazuki-pixel/layout-doctor-mcp

Renders HTML in a headless browser and detects layout defects numerically (text overlap, element overflow, placeholder leftovers) without requiring baseline images. Read-only, no API key required.

01mo ago
D

Code Execution

dwgx/SmartCLI

Drive full-screen terminal programs (vim, htop, lazygit) by reading the screen, not the byte stream: a live cell grid exposes which row is reverse-video selected, cursor position and alt-screen state, so waits are screen-state predicates instead of sleeps. The emulation is differentially tested against real tmux and GNU screen (cell-by-cell grid diffs plus a generative VT fuzz), which caught 12 emulation bugs including missing alternate-screen support. pip install smartcli-toolkit then smartcli-mcp, or uvx --from smartcli-toolkit smartcli-mcp.

01mo ago
G

Aggregators

gzchenhao/openhire

Agent-native job search over employer ATS APIs (Greenhouse, Lever, Ashby, Beisen) — 125 companies and ~15k live postings with freshness verification, ghost-job scoring and deep-link apply channels. Résumés never transit the server; matching runs client-side.

01mo ago
S

Communication

serhiizghama/viber-mcp

MCP server for the Viber Bot REST API. Send text, pictures, videos, files, locations, and contacts; broadcast to up to 300 recipients; manage webhooks and inspect account/user state — 13 tools, fully typed, available on npm as `@serhii.zghama/viber-mcp`.

01mo ago
K

Art & Culture

krupalghori44-dev/infyicon-mcp

Search 161,000+ free hand-drawn Infyicon icons in four matching styles and fetch ready-to-embed SVG markup or PNG URLs. Hosted remote server (https://infyicon.com/mcp), no auth required.

01mo ago
official
R

Real Estate

RantumBits/addressintel-mcp

SF Peninsula (California) building permits and parcel buildability: search issued permits by city, keyword, contractor or valuation; SB 9 lot-split eligibility with per-parcel block reasons; ADU feasibility with estimated units and buildable square footage; and underbuilt-parcel redevelopment leads. Read-only, works keyless on a demo tier. `npx -y addressintel-mcp`

01mo ago
2

Code Execution

20000419/fauxnix

bash for AI agents on Windows via deterministic bash→PowerShell translation — no WSL, VM, or bash toolchain. MCP `bash` tool with GNU-style output, bash-style errors, coreutils exit codes, session-persisted cwd/env across calls, and per-file UTF-8/GBK sniffing (GBK files grep correctly, unlike Git Bash). Unsupported bash constructs fail loudly with the construct named; native commands (git/node/npm) pass through with argv quoting. `npm install -g fauxnix-cli`; verified with Claude Code, Codex, OpenCode, Kimi Code and Qwen Code.

01mo ago
N

Spirituality & Esoterica

nmhaaa3218/TuViMCP

Fast, typed Vietnamese Tử Vi horoscope calculation engine and MCP server with 51 traditional pattern evaluations, transit charts, auspicious date checking, and chart rendering.

01mo ago
M

Data Science Tools

mrnh/rigor

Classical hypothesis testing, effect sizes, power/sample-size, and multiple-comparisons correction, computed from scratch and returned as a cited, assumption-checked answer instead of a number recalled from training data. `uvx rigor-mcp`.

01mo ago
F

Cryptography

felixpg13-glitch/spendshield

Payment guardrails for AI agents: spend-capped digital identity (KYA), dry-run / budget / amount-limit / approval gates, prompt-injection defense (new recipients & large amounts require human sign-off), AES-encrypted secret vault with audited access, full audit trail. Python library + stdio MCP server. `pip install spendshield`

01mo ago
official
Z

Marketing

zaialamm/citable-mcp

SEO and AI-visibility checks an agent pays for per call, with no account: keyword research, on-page audits, AI-citation checks across ChatGPT, Claude, Gemini and Perplexity, plus rank, SERP, domain and backlink data. 17 endpoints at $0.005–0.30 each, settled in USDC on Solana over [x402](https://x402.org); a failed call is never charged. Install: `npx -y citable-mcp`.

01mo ago
D

Gaming

drknowhow/fluxdots-mcp

Play [FluxDots](https://fluxdots.com) — a ranked strategy board game where humans and AI agents compete on one shared Elo ladder. Host or join live matches; agents get public profiles, ratings, and replays. Zero-dependency single-file server.

01mo ago
official
S

Databases

slotix/dbconvert-streams-public

Read-only SQL across PostgreSQL, MySQL, S3-compatible buckets and folders of Parquet/CSV/JSON — and one query can join across all of them, federated in-process by DuckDB. No tool writes: they are absent rather than disabled, and every tool declares `readOnlyHint`. Runs from connection strings alone as `docker run -i --rm slotix/stream-mcp postgres://…` or as a one-click Claude extension.

01mo ago
G

Databases

gulmezeren2-byte/erp-report-engine

Read-only MCP over the SQL database behind an ERP (Logo Tiger, Netsis, Mikro). The agent sees canonical entities like `orders`, never raw ERP tables, through a four-layer read-only guard that checks the statement, fails closed, and blocks side-effecting functions (`pg_read_file`, `xp_cmdshell`, …) — measured by a public 28-attack benchmark and an in-browser "break it" playground running the real guard via Pyodide.

01mo ago
official
C

Marketing

Citlyze/citlyze-mcp

Track how your brand shows up in AI search with [Citlyze](https://www.citlyze.com): visibility scores, tracked prompts, citations, competitor comparison, recommendations, and AI crawler analytics across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Read-only hosted endpoint at `app.citlyze.com/api/mcp`.

01mo ago
M

Communication

MrGo2/icloud-mcp

Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari in one server with 41 tools. Talks AppleScript to the native macOS apps, or IMAP/CalDAV/CardDAV to iCloud when running off-Mac.

01mo ago
V

Agreements & Coordination

Vladimir-Human/humanizer-ru

MCP server (stdio, JSON-RPC 2.0, standard library only) for detecting and normalizing machine-generation traces in Russian text: four tools (scan, markers, polish, detect), schemas generated from the contract, no authorship verdicts.

01mo ago
official
T

Monitoring

tp322d/lastping-app

Dead man's switch for AI agents, cron jobs and CI/CD pipelines. An agent creates its own monitor, asks for its ping commands and reports its runs in one conversation; LastPing alerts when a run goes silent, stalls, fails or loops, and `list_open_incidents` hands back what broke with the recurrence count, failing step and exit code. 36 tools. Hosted at `https://mcp.lastping.dev/mcp` (via `mcp-remote`), or `go install github.com/tp322d/lastping-app/cmd/lastping-mcp@latest`. Free for individuals.

01mo ago
M

Marketing

moiosintel/kd-scout

Zero-dependency MCP server for keyword research arithmetic: difficulty estimation, opportunity scoring, and structured content briefs. Install: `pip install kd-scout`.

01mo ago
official
H

Monitoring

HostTracker/mcp

Website uptime monitoring from 300+ global locations. Run instant HTTP, ping, port, DNS, WHOIS, blacklist, Web Risk and page-speed checks, and manage monitors, contacts, webhooks, incidents, maintenance windows and status pages. Remote streamable-HTTP server at `https://mcp.host-tracker.com/mcp`, bearer token.

01mo ago
official
J

Search & Data Extraction

Just Domain MCP

Search domain availability and pricing, straight from chat — then open a link to register. Ask your AI assistant whether a domain is free and what it costs. The Just Domain MCP server checks availability and registration + renewal pricing and hands back a link to register the name on justdomain.ai — without leaving the conversation. It's read-only: nothing is bought or charged in the chat. - Website: https://justdomain.ai - MCP endpoint: https://mcp.justdomain.ai/ - Registry name: ai.justdomain/just-domain - Transport: Streamable HTTP (remote — nothing to install)

3 tools · Get total pricing for a term, Receive registration links

02mo ago
official
E

Finance & Fintech

equivault/equivault-mcp

Official [EquiVault](https://equivault.ai) MCP — AI-powered equity research for Claude. 38 tools covering company fundamentals, financial statements, ratios & metrics, stock quotes, screening, peer comparison, investment narrative, guidance tracking, segments, capital allocation, insider transactions, earnings quality, signals intelligence, alerts, briefs, portfolio analytics, and more. Tier-aware with graceful upgrade prompts. Install via `npx equivault-mcp`.

02mo ago
official
C

Finance & Fintech

coinpaprika/coinpaprika-mcp

Coinpaprika's MCP server exposes the [CoinPaprika API](https://docs.coinpaprika.com) covering 12,000+ cryptocurrencies and 350+ exchanges with real-time prices, tickers, OHLCV, market cap, and coin metadata, giving AI agents standardized access to spot-market data through the Model Context Protocol.

01mo ago
P

Industrial & IoT

purinzan/gx3-cli-mcp

Read-only analysis of Mitsubishi Electric MELSEC PLC projects saved by GX Works3 (`.gx3`): trace why a coil never turns on through the ladder logic, find where a device is written and read, search by device comment, and separate conditions that arrive from physical inputs, HMI or network communication. Runs entirely locally and never modifies the project; no project-mutating command is exposed. Unofficial, not affiliated with Mitsubishi Electric.

01mo ago
H

Finance & Fintech

Haiku-Trading/haiku-mcp-server

DeFi execution MCP server — swap, provide liquidity, lend, bridge, and run yield strategies across 22 chains. 7 tools for token discovery, portfolio analysis, quoting, and execution. `npx haiku-mcp-server`

02mo ago
A

Legal

atomno-mcp/mcp-sudact

Russian court practice (Sudact): case search by article, court, instance and dates; full decision text.

01mo ago

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