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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
D

Databases

dockndevai/mcp-percona-pg

Percona Operator for PostgreSQL: manage PostgreSQL + PgBouncer clusters, connection pooling, PostgreSQL tuning, backups/PITR, DR & major upgrades — safe-by-default access modes, cluster allowlists, protected clusters, restore/upgrade/delete gating, and typed confirmation. `npx -y @dockndevai/mcp-percona-pg`

01mo ago
A

Communication

Atomic-Mail/atomic-mail-agentic

Email built for AI agents. Hosted MCP server ([atomicmail.ai](https://atomicmail.ai)) with autonomous inbox registration via proof-of-work (no email verification, domain, or card), custom domain support, and full send/receive over the open JMAP standard (RFC 8620/8621).

0
1mo ago
S

Research

smeet666/mcp-libraryofcongress

Full-text search of the Library of Congress's digitised American newspapers, plus catalogue search per media type and the curated collections. No API key. `npx -y mcp-libraryofcongress`

01mo ago
S

Biology, Medicine and Bioinformatics

sikcapri/superglookoquery

Clinical audit of Glooko diabetes data (any pump/CGM combination, not just one) inside Claude Desktop: time in range, GMI, trends, enriched bolus/basal analysis, and a device-agnostic capability-discovery architecture that adapts its tool list to whatever your own devices actually report. Ships as a Claude Desktop extension (`.mcpb`).

01mo ago
official
A

Code Execution

ARADIA-systems/aradia-mcp-server

Turnkey on-premise private Agentic AI systems by [ARADIA](https://aradia.com) on dedicated NVIDIA DGX hardware (Spark, Station, B200) with zero cloud data leakage. Operating since 1991, six tools cover hardware sizing (`query_hardware_specs`), CapEx token ROI payback modeling (`calculate_roi`), autonomous affiliate onboarding to earn 10% bounties (`onboard_partner`), and machine procurement via BTCPay Server (BTC/LN/USDT) or Stripe MPP Fiat (`execute_procurement_order`), plus `track_order_status` and `query_partner_stats`. Listed on the official MCP Registry (`com.aradia/sovereign-hardware`). Remote Streamable HTTP / SSE at `https://aradia.com/api/mcp` or `https://aradia.com/api/a2a/mcp-endpoint.php`.

01mo ago
T

Marketing

tankstellen/firmenliste-mcp

B2B company address data for the DACH region: search 6,400+ industry lists, check availability and field coverage, get binding price quotes.

01mo ago
G

Multimedia Process

gridhra/atx-mcp

Deterministic, non-generative image editing for agents: straighten, crop, mask, layer, apply LUTs, strip EXIF/GPS, and encode to WebP/AVIF/JPEG/PNG through declarative transform recipes. Originals are never modified, every result is an immutable revision with full lineage, and the same recipe reproduces byte-identical output on any machine. `npx -y atx-mcp --workspace /path/to/asset-workspace`

01mo ago
W

Support & Service Management

webmilmind1/deskcrew-mcp

Hosted multi-tenant support-desk MCP; AI agents run tickets over MCP and pay per action in USDC (x402) across six chains, or create and run their own bounty board (the paying wallet owns it); remote streamable-HTTP, no account.

01mo ago
C

Cloud Platforms

CodesWhat/portkey-admin-mcp

Portkey Admin API control-plane MCP server with 181 tools across 20 domains, including prompts, configs, keys, analytics, guardrails, integrations, and deployments.

01mo ago
D

Cloud Platforms

Drop-to-run/drop2run-cli

Publish what an agent just wrote to a live HTTPS URL. Three tools: `publish_files` for pages written in the chat, `publish_dir` for a folder on disk, and `list_sites`. Static hosting on Cloudflare's edge, so no git, no build step and no repository. `npx -y @drop2run/mcp`

01mo ago
I

Code Execution

iyashjayesh/tokenchit

Reads the Claude Code, Codex and OpenCode usage logs already on your machine: token totals, per-day and per-hour activity, per-agent and per-model breakdown, and a year-in-review recap. Makes no network request — a test fails if any source file can open a socket. `npx -y @tokenchit/mcp`

01mo ago
S

Marketing

sparrow84001/mcp-seo

Comprehensive SEO, AEO (Google AI Overviews, Perplexity), GEO, Local SEO, and CRO growth auditor with framework-aware surgical code fixes, multi-page sitemap crawling, HTTP security headers inspection (HSTS, CSP), and universal WebMCP multi-language support.

01mo ago
G

Art & Culture

gchen19/AnkusDrive

Drive FreeCAD from an agent: 280+ tools for parametric CAD, TechDraw drawings with GD&T, CalculiX FEM, and CFD/thermal/EM/multiphysics simulation. Requires a local FreeCAD 1.1.

01mo ago
official
A

Architecture & Design

ant-dev-lab/nightmarquee-mcp

Art-directed website prompts as slash commands: hero sections, landing pages, SaaS, portfolio, e-commerce and 3D/WebGL scenes. Every build is registered as a real MCP prompt, so it lands in the command palette instead of waiting for the model to think of it, and is written natively for the tool you are in (Lovable, Bolt, Cursor or Claude). Each one has a live demo you can scroll before spending a token. Free prompts need no account; sign in from the session to unlock the rest. Install via NPM: `npx -y nightmarquee`

01mo ago
N

Knowledge & Memory

nworks3d/THOR-memory-bible-for-AI

Local memory for coding agents that can refuse, not only recall. A rule carrying a machine-checkable proof blocks the matching command before it runs; prose-only rules can warn but never block. Append-only event log, per-project scoping, and a health report that names the facts whose anchor has rotted. No account, no API key, no cloud.

01mo ago
I

Other Tools and Integrations

imnoo-team/quality-control-plan-mcp

Generate quality control plans and inspection reports from technical-drawing PDFs — tolerances, fits, threads, GD&T and surface finishes extracted automatically, balloon numbering with acceptance limits, ballooned drawing PDF and Excel measurement report. Install via NPM: `npx -y quality-control-plan-mcp`

01mo ago
official
T

Search & Data Extraction

ToolTrace-io/mcp-server

Web page data for agents: scrape to Markdown, extract metadata, links and JSON-LD schema, audit on-page SEO, detect tech stacks, and validate XML sitemaps. Free tier, no card. Install via `npx -y @tooltrace/mcp-server`, or use the hosted endpoint at `https://mcp.tooltrace.io/mcp`.

01mo ago
A

Monitoring

AIops-tools/Endpoint-AIops

Governed managed-endpoint fleet operations (thin-client/VDI) — login-storm and patch/config-drift analysis, inventory, and guardrailed remediation (13 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, and undo/rollback.

01mo ago
official
B

Agreements & Coordination

BrightbeamAI/chap

Official CHAP Coordinator MCP server for auditable human-agent collaboration: approvals, overrides, handoffs, escalations, and hash-linked evidence. Run locally with `npx -y @brightbeamai/chap-coordinator-mcp`.

01mo ago
official
C

Agreements & Coordination

cogdepot/mcp-server

Official server for [cogDepot](https://cogdepot.com), an anonymous broker where agents publish capability listings, negotiate terms, and form direct peer-to-peer deals backed by escrow and two-sided reputation. Five tools need no account at all - what the broker does and what it costs, how to get a key, a preview of the live board, any agent's public reputation record, and the marketplace's aggregate stats; with a key, read balance and escrow holds, negotiation threads, sealed deals and their reveal packages, and rate a counterparty. Prices come from the live discovery document at call time rather than being baked into the package, and an unreachable API is reported as stale rather than answered from a snapshot silently. Install via `npx -y @cogdepot/mcp-server`.

01mo ago
official
E

Search & Data Extraction

eliottreich/crawdar-mcp

Official hosted MCP server with an open-source stdio bridge for evidence-backed business discovery and lead-list research. Search by plain-language brief or structured criteria, inspect qualification evidence and exclusions, and use resumable jobs with cursor paging and export support.

01mo ago
J

Biology, Medicine and Bioinformatics

JaviMaligno/vitamind-mcp

Solar vitamin D: whether the sun where you are can make vitamin D right now, how many minutes your Fitzpatrick skin type needs for a target dose, which months of the year synthesis is possible at your latitude, and how much a sun session produced. Computed from solar geometry, a clear-sky UV model with ozone and altitude, and live Open-Meteo UV data. `npx vitamind-mcp`

01mo ago
R

E-Commerce

RPER2001/rigshare-mcp

Rent GPUs, robots, drones, and construction equipment on RIGShare, and onboard equipment owners; agents can quote, book, run remote sessions, and publish listings.

01mo ago
official
E

Agreements & Coordination

elicitly/elicitly

Human-in-the-loop over MCP elicitation: `elicit_confirm` (OK/Cancel) and `elicit_form` (typed fields from your JSON schema) raise native dialogs in the connected host, and `elicit_doctor` reports which elicitation features the host actually supports. Local stdio via `npx -y elicitly`.

01mo ago
D

Knowledge & Memory

DanceNitra/inspeximus

Persistent agent memory with a first-class correction channel: supersede or revert a fact so recall stops returning the stale value, an echo guard that blocks a restated old value from resurrecting it, and receipted erasure (a signed, content-free tombstone that makes a deletion provable). No LLM on the write path, zero dependencies, the core in one file, 73 MCP tools. `uvx --from "inspeximus[mcp]" inspeximus-mcp`

01mo ago
I

Communication

ictinnovations/ictpbx-mcp

MCP server for ICTPBX, a multi-tenant IP PBX built on ICTCore and FreeSWITCH. Reports PBX statistics and lists extensions, DIDs, providers and tenants over the ICTCore REST API. Entirely read-only: there are no write tools to gate, so it cannot change PBX configuration at all. Zero-install via `npx -y ictpbx-mcp`.

01mo ago
C

Databases

cvelasquez/mcp-sqlserver

Manage dozens of SQL Server instances from one config file, grouped by client or environment and hot-reloaded, with execution plans, index audits and stored-procedure analysis

01mo ago
J

Cryptography

Jiangw2718i/frisk

Screen the counterparty of an x402 payment before an agent pays it. One tool, `screen_payment`, runs deterministic checks — address sanity, dynamic-`payTo` swap detection, transport safety and your own spend policy — and returns `allow`/`review`/`block` with the reasons for the verdict. Advisory: it never holds funds, and your code decides. Runs entirely on your machine by default with no key, no account and no network call (MIT, 5 packages installed); set `FRISK_API_KEY` to answer the same tool from the hosted reputation graph instead. `npx frisk-mcp`

01mo ago
J

Search & Data Extraction

jlucasmcrell/apify-scrapers

Model Context Protocol server exposing verified public data scrapers and lead extractors for Google Maps, Glassdoor, SEC EDGAR, and state contractor registries. Run locally via Python stdio.

01mo ago
official
S

Communication

sounny/sounnyforms-mcp

Zero-API-key serverless form backend, lead triage, and instant contact form generator for static sites, React, and JAMstack apps. Install with `npx -y sounnyforms-mcp`.

01mo ago
M

Version Control

MongLong0214/commitlore

Returns the decision records still in force for the path an agent is about to edit: constraints, already-ruled-out alternatives, and warnings, stored as ordinary git trailers and notes, with superseded and expired records filtered out.

01mo ago
V

Knowledge & Memory

vishalbanwari26/mnemos

Persistent memory with three swappable storage backends (Postgres/pgvector, Qdrant, Neo4j) behind one interface, benchmarked head-to-head for latency, not just claimed interchangeable. Retrieval weighting adapts per user via epsilon-greedy over real outcome feedback instead of a fixed formula. Reflection merges near-duplicate facts and decays/archives stale ones, audit-logged, never hard-deleted. Real before/after MCP eval: +60% answer accuracy with memory vs. without. `git clone` + `uv sync` (not yet on PyPI).

01mo ago
W

Multimedia Process

Wan27 MCP

Generate AI images and videos, browse models, estimate credit costs and track tasks from Cursor, Claude or Codex. MIT-licensed stdio client. Requires Node.js 22+, macOS or Linux, and an active paid Wan27 subscription. First run wan27 auth login. Docs: https://wan2-7.io/mcp/ . Repository: https://github.com/NotUsingGithub/wan27-mcp

02w ago
D

OS Automation

dockndevai/mcp-macos

Safe-by-default control of a Mac: read files, list processes & apps, take screenshots, read the clipboard; and behind explicit opt-ins, run shell commands (allowlisted), AppleScript, move files to Trash, and inject GUI input. Read-only by default with layered access modes, per-path/command allowlists, and human confirmation (MCP elicitation) on the dangerous calls. `npx -y @dockndevai/mcp-macos`

01mo ago
official
X

Finance & Fintech

xsf0221/pattern-vista-cli

End-of-day US equity technical data: how far each S&P 500 / Nasdaq 100 name has strayed from its own 200-day average, what share of the universe currently sits above it, and the chart patterns from each night's scan carried with their historical win-rate against SPY. Tool descriptions state their own caveats — data is end-of-day, never intraday, and a bucket win-rate is a property of hundreds of past signals rather than a probability for the next one. Free tier needs no card. On the official MCP Registry as `io.github.xsf0221/pattern-vista`. `uvx --from 'pattern-vista[mcp]' pattern-vista-mcp`

01mo ago
A

Cryptography

AIops-tools/Compliance-AIops

A meta-tool that reads other AIops tools' audit trails and seals framework-mapped (HIPAA/PCI-DSS/SOC 2/GDPR) hash-chained evidence bundles — deterministic, offline, and tamper-evident (19 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards.

01mo ago

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