MCP Servers 2,983

atx-mcp

io.github.gridhra/atx-mcp

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Deterministic, non-generative image transform MCP server: reproducible recipes, immutable originals.

Ragmetric

io.github.MukundaKatta/ragmetric-mcp

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RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

Finds and verifies work emails on your own provider keys, with real per-provider spend.

Moodle Server Aql

io.github.csmediapro/moodle-mcp-server-aql

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Query Moodle LMS data through natural language.

Mathgraphs

io.github.architectds/mathgraphs-mcp

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Math & statistics graphing, computation, visualization, and validation engine

Wfirma

io.github.agente-dev/wfirma-mcp

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Unofficial read-only MCP server for the wFirma API v2: invoices, contractors, expenses, payments.

Weavatrix Refactor Js

io.github.sergii-ziborov/weavatrix-refactor-js

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Transactional refactoring MCP with 11 evidence-backed tools, hash-bound previews, and rollback.

Nanocart

io.github.ByteBunny-io/nanocart-mcp

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Manage your NanoCart store from any AI agent: products, orders, coupons, subscribers, reports.

IMAP mailboxNew

io.github.ni-c/imap-mcp

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Read, search and organise any IMAP mailbox, with writes off by default

Google Search ConsoleNew

io.github.ni-c/google-search-console-mcp

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MCP server for Google Search Console: properties, sitemaps, search analytics and URL inspection

Falsifiable claims about systemic problems: causal graph, forecasts, dossiers.

Shopify Admin MCP

io.github.A1-x-Tech/mcp-shopify-admin

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MCP server for the Shopify Admin API: products, orders, customers, inventory, discounts.

Social DataNew

io.github.mrocker/social-data-mcp

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X/Twitter, YouTube and TikTok data tools in one stdio MCP server (Apify-hosted).

Keynote HarvestNew

io.github.hulin42/keynote-harvest-mcp

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Harvest Keynote and PDF slide decks into previews, text, image assets, and a manifest for agents.

Generation Ship

io.github.shawn1905/generation-ship

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Generation Ship MCP — multi-AI future world.

Package Intel

io.github.adam121393/package-intel

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npm, PyPI & crates.io health, vulns and dependency graphs.

Qodercli

io.github.cantbeblank96/qodercli-mcp

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MCP server mode for Qoder CLI — delegate coding tasks to local Qoder agents from any MCP client.

나라장터 사용자정보

io.github.opendata-kr/narajangteo-corpinfo

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나라장터 사용자정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버

Umami Compass

io.github.webcredo/umami-compass

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Secure Umami Analytics MCP server for Cloud and self-hosted deployments

AI session memory: the brief your AI reads before every session so no session starts cold.

git-a2a

io.github.neprel/git-a2a

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Git module dependencies and owning-agent routing for coding agents

Pvpc Server

io.github.rfdez/pvpc-mcp-server

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Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

Profitlee

io.github.AronLEEdev/profitlee-mcp

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MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikTok Shop).

Tapp

io.github.aarwitz/tapp

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Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.