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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
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  • 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
official
F

Code Execution

fstandhartinger/sandbox-as-a-service-mcp

🎖️ 📇 ☁️ – Give an agent a real Linux VM: run commands, move files, expose a preview URL, destroy it. Own kernel and dedicated VM per sandbox, never shared with another tenant, so untrusted model-generated code stays contained.

01mo ago
B

Aggregators

BotHireAgent/BotHireMCPServer

Discover BotHire, the machine-to-machine marketplace where autonomous AI agents hire each other and settle in USDT & USDC (gasless) across Base, Arbitrum, BNB Chain & Solana. Search skills/agents by capability + trust score, read live market demand, and get a step-by-step participation guide. `npx -y bothire-mcp`

01mo ago
D

Finance & Fintech

dkaleganov/mercury-multiorg-mcp

Unofficial read-only Mercury banking server that works across several Mercury organizations in one session: balances, transactions, statements, cards, invoices, treasury, and a 1099 pre-filing check. Every call names its organization, account numbers are masked, and nothing in the code can move money.

01mo ago
S

Finance & Fintech

SmartyJohnway/tw-market-live-data-intelligence

Local-first Taiwan market evidence for AI agents with persistent Watchlists, governed MCP, and auditable execute-once retrieval. Official MCP Registry: `io.github.SmartyJohnway/tw-market-live-data-intelligence`.

01mo ago
J

Version Control

JoeGlenn1213/lgh

Local-first Git hosting for AI coding agents: `lgh serve` turns any directory into an HTTP Git remote with push events, commit-status reporting, smart .gitignore generation, secret/large-file detection, one-command backup (`lgh up`), and 13 MCP tools for repo/server control and disaster recovery (`lgh_clone`). `brew install JoeGlenn1213/tap/lgh`

01mo ago
official
B

Other Tools and Integrations

bguillow-rgb/percolate-mcp

Read-only access to the Percolate specialty coffee database: search 1,100+ curated coffees with tasting profiles, get curated brew recipes (ratio, temperature, grind) per coffee, compare, and ask what to brew right now. Zero-config `npx -y percolate-mcp`; remote streamable-HTTP endpoint also available.

01mo ago
D

File Systems

denis-samatov/yandex-workspace-mcp

Yandex Disk (22 tools) and Yandex Wiki (27 tools) integration with a unified cross-service search. Read-only by default, with granular read/write/delete permissions, path allowlisting, and structured audit logging of every write or destructive call.

01mo ago
D

Cryptography

doublegate/CyberChef-MCP

GCHQ [CyberChef](https://github.com/gchq/CyberChef)'s 504 data-transformation operations as MCP tools — encryption, encoding, compression and forensics — plus 19 analysis tools for work a single operation cannot express, such as hash identification, RSA and ECDSA attacks, XOR key-length recovery, cipher solving, X.509 chain validation and NIST post-quantum identification (ML-KEM/ML-DSA/SLH-DSA). Runs in-process with no separate service; `tools/list` is a navigable index by default rather than 544 schemas. `npx cyberchef-mcp` or Docker.

01mo ago
H

E-Commerce

HasData/amazon-mcp

Remote MCP server for Amazon: keyword search, product details by ASIN, product reviews, seller profiles and seller catalogues across marketplaces, as JSON.

01mo ago
T

Code Execution

Tokenectomy-Labs/Tokenectomy

Sub-millisecond log surgery, secret redaction, and atomic compiler patch verification MCP server written in safe Rust. Eliminates framework noise from AI debugging sessions and guarantees zero dirty diff with instant rollback.

01mo ago
C

Finance & Fintech

cliwant/mcp-sam-gov

US government contracting, spending and regulation data: 152 tools over 54 public sources, including SAM.gov opportunities and exclusions, USAspending awards, Grants.gov, Federal Register, eCFR, OFAC sanctions screening, and state/local (SLED) bid portals. 50 of the 54 sources need no API key. `npx -y @cliwant/mcp-sam-gov`

01mo ago
O

Finance & Fintech

opsloft/tariff-resolver

US import duty research from official USITC data — HTS code candidates, Chapter 99 additional duties (Section 301/IEEPA), MPF/HMF fees, landed-cost components, and tariff-change tracking between HTS revisions.

01mo ago
A

Finance & Fintech

axionquant/mcp-server

Unified financial data API for market prices, fundamentals, disclosures, macroeconomic, and alternative data. Install: `npm i @axionquant/mcp`.

01mo ago
D

Architecture & Design

Daksh-create349/Contradiction-MCP

Autonomous cross-source inconsistency & contradiction intelligence engine: audits declared assertions across Kubernetes manifests, READMEs, OpenAPI specs, and Word documents to detect architectural drift. 12 canonical tools, deterministic scoring, and resolution advisory. Install: `npx -y contradiction-mcp`

01mo ago
S

Workplace & Productivity

smeet666/mcp-lever

Read the public job boards companies publish through [Lever](https://www.lever.co). Resolve a company name to its board, search the openings of the companies you name, and read one in full. No API key and no account. A site name that does not exist, a board publishing nothing, and a read that failed are three different answers, and each one says which it is. `npx -y mcp-lever`

01mo ago
L

Text-to-Speech

loudreader/loudkit

Local text-to-speech from an on-device model: 28 voices in 10 languages, plus voice profiles cloned with the loudkit CLI. Tools list_voices, synthesize (base64 WAV, FLAC, MP3 or Opus) and describe; no cloud, no API key

01mo ago
D

Communication

dockndevai/mcp-outlook

Safe-by-default Microsoft Outlook mail server (Microsoft Graph). Read, search, draft, send, reply, forward and organize email. Browser sign-in (OAuth authorization-code + PKCE; tokens cached locally, no password handling); read-only by default with layered access modes, a send gate, folder allowlists/protected folders, dry-run and JSON audit logging, plus human-in-the-loop confirmation on send and delete via MCP elicitation. `npx -y @dockndevai/mcp-outlook`.

01mo ago
T

Architecture & Design

tomyangod/architecture_viewer

Local MCP (`av_guard`) + CLI architecture gate: after AI edits, diff vs git HEAD for new cross-layer deps / structural changes (Apache-2.0; `npx arch-viewer setup`)

01mo ago
Y

OS Automation

yunfeng-enrich/usemymac

Turn a Mac into a remote computer-use MCP server with one command. `uvx usemymac up` wraps CUA's computer-server (screenshot, mouse, keyboard, windows, apps, accessibility tree) in a per-run token, hides shell and file tools unless opted in, and opens a Cloudflare quick tunnel so Claude Code, Codex, or any MCP client on another machine can use the Mac. Rides an existing CuaDriver daemon when one is running.

01mo ago
G

Cloud Platforms

ganakailabs/cloudeval-cli

Access Cloudeval project context and reports for cloud evaluations and reviews. Supports Azure and static AWS CloudFormation evaluation (beta); includes a read-only toolset and requires authentication.

01mo ago
G

Communication

gambot-ai/gambot-mcp

Official Gambot WhatsApp Business API server — send WhatsApp messages & templates and manage CRM: contacts, leads, cases, tasks, quotes, invoices, orders, forms, e-signatures, documents and campaigns. Meta-approved Cloud API. Install: `npx -y gambot-mcp` (set `GAMBOT_TOKEN`).

01mo ago
H

Research

HasData/google-scholar-mcp

Remote MCP server for Google Scholar: search with author and year filters, cited-by and all-versions lookups, and citations in five styles with BibTeX export, as JSON.

01mo ago
P

E-Commerce

Pangolin-spg/amazon-data-mcp

Official read-only Amazon research MCP server maintained by Pangolinfo. Query product details, keyword results, reviews, niche signals, Alexa shopping recommendations, and AI-search data through MCP-compatible clients. Supports remote Streamable HTTP and local npm/Docker installation; users bring their own Pangolinfo API key.

01mo ago
G

Delivery

getproxykit/proxykit-mcp

Drive a local ProxyKit MITM debugging proxy from any MCP client: inspect captured HTTP(S)/gRPC/WebSocket traffic, create mocks and rewrites, replay requests, run chaos scenarios, and triage privacy/security findings — 50 tools across read-only and opt-in write tiers, all on your own machine. Install: `brew install getproxykit/tap/proxykit-cli`.

01mo ago
K

Sports

krmisystems/fantasy-football-manager

ESPN fantasy football MCP tools for Codex: draft simulations, lineup recommendations, and browser actions within configurable user limits.

01mo ago
F

Biology, Medicine and Bioinformatics

forever-healthy/evipedia-mcp

Evidence-based reviews of health & longevity interventions from [evipedia.ai](https://evipedia.ai). Search the catalogue, fetch conclusions/full Markdown/structured metadata (incl. PMIDs), list recent updates, or suggest new interventions. Local via `npx -y evipedia-mcp` or remote HTTP at `https://mcp.evipedia.ai/mcp`. Official registry: `io.github.forever-healthy/evipedia-mcp`.

01mo ago
T

Code Execution

tarides/sudo-proxy

Run privileged, mutating commands — locally or over SSH — with a mandatory single-keypress human approval on every one. The model calls `execute`; a TUI Y/N prompt gates the command, then `sudo` escalates, and no password is ever stored. Sanitized env allowlist, no-shell `argv` execution, replay protection, and audit logging. `cargo install sudo-proxy`.

01mo ago
R

Databases

Rufflet/mysql-legacy-mcp

MCP server for legacy MySQL 5.0–5.6: schema inspection and SELECT by default, with opt-in INSERT/UPDATE/DELETE/DDL. Live-verified against MySQL 5.0–8.0. `npx -y mysql-legacy-mcp`

01mo ago
O

Knowledge & Memory

Octonove/crbro-memory

Persistent neural memory for AI agents as local JSON files: neuron/synapse graph with heat scoring, fact-level search, supersede/retract corrections, automatic secret redaction, and team memory via a private Git repo. `npx -y crbro-memory`

01mo ago
F

Monitoring

FailEcho/failecho

Cross-agent failure intelligence. Before an agent retries a failed tool call, `check_tool_failure` reports whether other agents are hitting the same failure right now and which recovery actually worked, with a Wilson-score confidence. Privacy-by-schema: no prompts, keys, or payloads stored. Hosted remote server at `https://failecho.com/mcp`, or self-host.

01mo ago
I

Code Execution

ILoveMyJay/repocontext

Next-gen AST codebase map, token compression (70%~85% savings), and context packaging engine for AI coding agents & IDEs.

01mo ago
C

Real Estate

Capital-W-Holdings/us-property-parcel-real-estate-debt

US commercial and federal-programme real estate debt: loan maturities across 52 state codes, HUD subsidy contract expiries and LIHTC compliance period endings nationally, plus 291,914 Massachusetts and New York parcels with ownership and assessed value, and 95,494 recorded sale instruments. Hosted remote MCP over Streamable HTTP, no key and no signup; 11 of 12 tools free and permanent, one $1.00 loan-tape tool that quotes its price and coverage before it charges.

01mo ago
H

Travel & Transportation

HasData/booking-mcp

Remote MCP server for Booking.com: search stays by destination and dates, and read a single property in full (rooms, rates, facilities, review scores), as JSON.

01mo ago
N

Aggregators

ni-c/mcp-hub

Serve many stdio MCP servers from one container, published over HTTPS for Claude Web custom connectors and any Streamable-HTTP client. Claude-Code-style `mcpServers` config, path-based routing, a `/hub` aggregate exposing every server through 4 meta-tools, built-in OAuth 2.1 (DCR, PKCE, resource-bound tokens), supervision with backoff restarts and config hot reload. `docker pull ghcr.io/ni-c/mcp-hub` or `npx @ni-c/mcp-hub`.

01mo ago
H

Search & Data Extraction

HasData/web-scraping-mcp

Remote MCP server for web scraping: fetch any public page with optional JavaScript rendering, wait conditions and CSS or AI extraction rules, as markdown, text, HTML or JSON.

01mo ago
M

Workplace & Productivity

mayeu20/nerdychefs-mcp

Search, browse and pick from the free NerdyChefs.ai prompt library (2,000+ prompts, 100+ packs) from any MCP client: search by task, open a pack, or spin a random prompt. Fetches the public API live, no signup, no telemetry.

01mo ago

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