MCP Servers 5,049

Ragmetric

io.github.MukundaKatta/ragmetric-mcp

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

Packwright MCP

io.github.rithwikbabu/packwright-mcp

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Packwright compiles, renders, validates, and captures paired Minecraft Java packs.

DopamineDesk x402 Marketplace

io.github.jblaz6335/ai-data-marketplace

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Find and buy x402 agent readiness, vendor risk, transaction, and company intelligence APIs.

Mathgraphs

io.github.architectds/mathgraphs-mcp

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

One MCP, many parsers

io.github.adelaidasofia/parse-mcp

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One MCP, many parsers.

rendercheck

io.github.rogermsc/rendercheck

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Check generated audio, video and stills for defects.

Swiss Electricity

io.github.malkreide/swiss-electricity-mcp

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BFE energy dashboard, ElCom tariffs, public consumption data

Groupdocs Signature

io.github.groupdocs-signature/groupdocs-signature-mcp

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MCP server for GroupDocs.Signature — sign, search and verify document signatures via AI agents.

Getyourguide

io.github.chrischall/getyourguide-mcp

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GetYourGuide tours & activities for Claude — search, details, options, and reviews

Animenewsnetwork

io.github.smeet666/mcp-animenewsnetwork

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Search the Anime News Network encyclopedia and read its news wire.

Nimbus

io.github.nimbus-agent/nimbus

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Search your local Nimbus index and run its built-in agents from any MCP client.

tollbooth

io.github.chrzanowy/agent-tollbooth

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Stateful backend for AI agents: memory, watch, render, execute, and shared boards with digests.

Live Google + public LinkedIn data: search, maps, profiles, companies, jobs.

M00N Report

io.github.m00nreport/mcp-server

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Test management over MCP: author cases, run manual executions, cut releases, read health

AmortizationNew

io.github.theluckystrike/amortization

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Loan and lease schedules: payment, interest, early settlement and the journal, to the minor unit.

Meok Rail Freight Uk

io.github.CSOAI-ORG/meok-rail-freight-uk-mcp

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UK rail freight compliance — ORR licensing, ROGS safety certificate, Railway Interoperability

Tokenlite Mysql

io.github.andezdev/tokenlite-mysql-mcp

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A secure, efficient, and intelligent MySQL server for the Model Context Protocol

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.

CalendarNew

io.github.theluckystrike/calendar

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Time zone and calendar helper: meeting slots across countries, DST checks, .ics invites.

Insurance Verification

io.github.CSOAI-ORG/insurance-verification-mcp

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Insurance Verification MCP Server by MEOK AI Labs

Research Scan finds and verifies the 5–10 recent papers that matter most for a research question.

Sam's Club Sponsored Ads APIs

io.github.alyiox/mcp-samsclub-ads

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MCP server for Sam's Club Sponsored Ads APIs

ArchiveNew

io.github.theluckystrike/archive

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Zip and unzip archives from your AI chat: create, list, extract.

Push enriched leads into an Instantly or Smartlead campaign, with ICP gating and dedupe.