Utilities MCP servers
6,064 servers
Small helpers: time, math, text conversion, random data and other everyday tools.
- Custovox Sentiment
io.github.jeremdecustovox/custovox-sentimentcustovox.ai multilingual customer sentiment analysis MCP server (EN/FR/DE/ES/PT-BR)
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Utilities Official MCP Registry Local
- Autohotkey Toml Devicetree Snippets
io.github.jmshinhwa/autohotkey-toml-devicetree-snippetsA DeviceTree overlay with status = "enabled" boots the node disabled and a TOML integer with a leadi
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Utilities Official MCP Registry Local
- Cra 24 72 14 Reporting Lint
io.github.jmshinhwa/cra-24-72-14-reporting-lintReads your SECURITY.md against the EU Cyber Resilience Act reporting clock that started on 11 Septem
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Developer tools Official MCP Registry Local
- Currency Minor Unit Lint
io.github.jmshinhwa/currency-minor-unit-lintFinds the money lines that send the wrong amount to a payment API: the x100 that charges 100x in JPY
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Developer tools Official MCP Registry Local
- Eudi Rp Request Lint
io.github.jmshinhwa/eudi-rp-request-lintNine rules that read the JSON your service sends to an EU Digital Identity Wallet
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Developer tools Official MCP Registry Local
- Facturae Verifactu Lint
io.github.jmshinhwa/facturae-verifactu-lint18 reglas sobre tu XML Facturae antes de que FACe lo devuelva
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Developer tools Official MCP Registry Local
- Fedramp Oscal Ssp Lint
io.github.jmshinhwa/fedramp-oscal-ssp-lint16 checks on a system-security-plan JSON, in your editor, before a validator returns the package
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Developer tools Official MCP Registry Local
- Hospital Mrf Lint
io.github.jmshinhwa/hospital-mrf-lint15 offline rules read your standard charges JSON the way 45 CFR Part 180 and the CMS template do - t
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Developer tools Official MCP Registry Local
- Pqc Deprecation Lint
io.github.jmshinhwa/pqc-deprecation-lintDates every quantum-vulnerable algorithm in your code against the NIST IR 8547 clock: deprecated aft
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Developer tools Official MCP Registry Local
- Saft Pt Atcud Lint
io.github.jmshinhwa/saft-pt-atcud-lint14 verificações ao XML SAF-T (PT) antes da entrega à AT: versão 1.04_01, ATCUD, dados do QR code, ha
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Utilities Official MCP Registry Local
- Vsix Publish Lint
io.github.jmshinhwa/vsix-publish-lintFind the package.json lines that stop vsce before you run the release build
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Developer tools Official MCP Registry Local
- lcc — Local Context Compiler
io.github.lucasmartins-ai/lccCompact agent context verbatim, offline: cut spent tool outputs, recall them by hash.
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Developer tools Official MCP Registry Local
- KG-SSOT
io.github.marciocar/kg-ssotCompany-brain knowledge graphs: confirmed claims cite sources, and decisions get revisited
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Utilities Official MCP Registry Local
- TSUNAGI///Matrix — MAPPING
io.github.mushitaro/matrix-tsunagi-mappingBMW E46 M3 DME and SMG II: VE and rf_korr from Testo logs, decode SMG calibrations. Local.
100% up · 30 days
Communication and chat Official MCP Registry Local Remote
- pepe
io.github.omarmhaimdat/pepeLoad-test a URL, ping it by phase, ramp to find the capacity, compare runs: JSON reports, guardrails
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Utilities Official MCP Registry Local
- YAML Workflow
io.github.orieg/yaml-workflowExpose declarative YAML-defined workflows as MCP tools over stdio
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Utilities Official MCP Registry Local
- ReadyAgents
io.github.readyagentsdev/readyagentsLocal YAML/JSON agent workflow CLI with approvals, resume, and optional stdio or loopback MCP HTTP.
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Utilities Official MCP Registry Local
- Cosmergon
io.github.rkocosmergon/cosmergonLiving economy for AI agents — Conway physics, energy currency, marketplace, reputation.
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Finance and payments Official MCP Registry Local
- AI Divination Skills
io.github.sapuyou45-bit/ai-divination-skillsAudited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.
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Utilities Official MCP Registry Local
- Flat Rate Math
io.github.scrapertweeter3-prog/flatrate-mathBenchmark math for flat-rate software subscriptions against a fully loaded senior hire.
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Utilities Official MCP Registry Local
- Ai
io.github.sendsoon/aiSend email, look up public IP information, and convert files to Markdown through SendSoon.
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Files and storage Official MCP Registry Local
- Bestjsonformatter
io.github.skrcode/bestjsonformatterPrivate, lossless JSON tools for formatting, validation, repair, analysis, querying, and schemas.
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Utilities Official MCP Registry Local
- Myfigurecollection Api
io.github.ssskay/myfigurecollection-apiRead MyFigureCollection.net: search figures, JAN barcode lookup, shop prices, collections and clubs.
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E-commerce Official MCP Registry Local
- ai-audit-trail
io.github.sundsoffice-tech/ai-audit-trailTamper-evident audit trails for AI agents — Ed25519-signed, hash-chained, EU AI Act ready.
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Legal and compliance Official MCP Registry Local
- StandardGraph
io.github.swoopeagle/standardgraph158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.
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Education Official MCP Registry Local
- Aidemo
io.github.tandryukha/aidemoNarrated, captioned product-demo MP4 from a storyboard.json; re-renders itself in CI at ~$0.
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DevOps and infrastructure Official MCP Registry Local
- Appcraft
io.github.terminalis/appcraftDeterministic Android app compiler — agents write a YAML model, the compiler emits the native app.
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Developer tools Official MCP Registry Local
- Atomic Clock
io.github.theoddden/atomic-clockCurrent UTC time from NTP atomic clocks. Zero-dependency stdio server.
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Utilities Official MCP Registry Local
- Doc Extract Api
io.github.thestarboy9696/doc-extract-apiSchemaLock — paid extraction: JSON from docs via your schema, x402/USDC.
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Docs and knowledge bases Official MCP Registry Local
- Agent JSON Reliability
io.github.toninovo4249-ai/agent-json-reliabilityDeterministic inspect, safe repair, and JSON Schema validation for agent JSON. No LLM.
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Utilities Official MCP Registry Local
- Menhthien
io.github.truonglam1987/menhthienConnect astrology chart data from menhthien.com to Claude Desktop and MCP-compatible AI assistants.
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Data warehouses and analytics Official MCP Registry Local
- Ba-Zi.ai Chinese Astrology
io.github.xlw-pro/chinese-astrology-skillBaZi Four Pillars charts, bone weight fortune (称骨) and Chinese almanac (黄历) by Ba-Zi.ai.
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Utilities Official MCP Registry Local
- CGIS Code Graph
io.github.zaebee/codegraph-brainCode graph for AI agents: impact, call tracing in Python, TypeScript, Go; opt-in JSON and YAML keys
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Utilities Official MCP Registry Local
- Shingou
io.shingou/sentimentHourly crypto news sentiment and typed market events, with sources on every signal.
0% up · 30 days
Utilities Official MCP Registry Local Remote
- @theyahia/kaspi-merchant-mcp
io.github.theyahia/kaspi-merchant-mcpMCP server for Kaspi Marketplace Seller API — orders, products, cities for Kazakhstan. JSON:API.
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E-commerce npm Local MIT
- Blackwood State
io.github.Blackwood-State/blackwood-statePay-per-call tools for agents: onchain data, ECB FX rates, text tools. USDC on Base, x402
100% up · 30 days
Finance and payments Official MCP Registry · npm Local Remote MIT
- Lakeboard Converter
io.github.FelixFangX/lakeboard-converterRead Lakeboard and XMind as Markdown, JSON or outlines; build XMind files from Markdown.
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Utilities Official MCP Registry · npm Local MIT
- Datamuse
io.github.cyanheads/datamuse-mcp-serverFind rhymes, synonyms, sound-alikes, spelling matches, and word associations with Datamuse.
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Utilities Official MCP Registry · npm Local Remote APACHE-2.0
- Pharmacogenomics Guidelines
io.github.cyanheads/pharmacogenomics-guidelines-mcp-serverFind pharmacogenomics guidelines, translate diplotypes, and retrieve prescribing recommendations.
100% up · 30 days
Utilities Official MCP Registry · npm Local Remote APACHE-2.0
- MGI-Mind
io.github.madgodinc/mgi-mindLocal memory server for AI agents: hybrid search, a fact graph and a hash-chained audit log.
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Security Official MCP Registry · npm Local APACHE-2.0
- Pic2Vector
io.github.pic2vector/pic2vectorMCP server: convert PNG/JPG to SVG from Claude, Cursor & any MCP client. By Pic2Vector.
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Design and media Official MCP Registry · npm Local MIT
- Dice Roller
io.github.pipeworx-io/dice-rollerdice-roller — tabletop dice, coin flips and exact dice odds on the Pipeworx chance engine…
100% up · 30 days
Utilities Official MCP Registry · npm Local Remote MIT
- Mic
io.github.pipeworx-io/micMIC — ISO 10383 Market Identifier Code decoder (fleet #3261)
100% up · 30 days
Utilities Official MCP Registry · npm Local Remote MIT
- OpenFormatDB
org.openformatdb/openformatdbIdentify a file, find open tools for its format, convert it locally with WebAssembly.
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Files and storage Official MCP Registry · npm Local AGPL-3.0-OR-LATER
- @theyahia/nbk-mcp
io.github.theyahia/nbk-mcpMCP server for National Bank of Kazakhstan — currency rates, conversion. No auth required.
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Finance and payments npm Local MIT
- Cruxible Core
io.github.cruxible-ai/cruxible-coreDeterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.
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Utilities Official MCP Registry Local
- @json-to-office/mcp-server
io.github.wiseair-srl/json-to-office-mcp-serverJSON to Office MCP server - author, validate, preview, diff and generate .docx and .pptx over stdio
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Office documents and spreadsheets npm Local 97 a week MIT
- executable-stories-mcp
io.github.jagreehal/executable-stories-executable-stories-mcpRead-only MCP server for executable-stories StoryReport JSON behavior catalogs.
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Utilities npm Local 97 a week APACHE-2.0