MCP Servers 1,370

Persistent decision memory for agents — learns which action works in which context

Autorank

io.github.RyanKramer/autorank-mcp

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Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation.

Rankedtoday

io.github.RyanKramer/rankedtoday-mcp

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League of Legends math for AI agents: MMR estimation, climb projections, KDA, hours.

XCP-ng AIops

io.github.AIops-tools/xcpng-aiops

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Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.

Cap Shield

io.github.robinlidberg-dot/cap-shield

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Context selection and compression for AI agents - recall measured, not claimed.

OMEM

io.github.troybrandonc-bit/omem

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Memory for AI agents that tracks beliefs over time and surfaces contradictions

Html Parser Ai

io.github.CSOAI-ORG/html-parser-ai-mcp

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Html Parser Ai MCP Server by MEOK AI Labs

Meok Allmi Hiab

io.github.CSOAI-ORG/meok-allmi-hiab-mcp

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UK lorry-loader (hiab) compliance — ALLMI ACoP, BS 7121-4 lift planning, LOLER Thorough

siftNew

io.github.slymnysr/sift

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Runs a command, keeps every byte on disk, returns only the lines that matter

Wisegrid

io.github.RyanKramer/wisegrid-mcp

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Read and write WiseGrid sheets, rows, columns and reports from any AI agent.

Swiss Energy

io.github.malkreide/swiss-energy-mcp

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Swiss energy data via SFOE/BFE and GeoAdmin REST APIs

Secret ScrubNew

io.github.sudo-ai-git/mcp-secret-scrub

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Deterministic no-LLM MCP server that scrubs secrets before they reach an agent.

Weather Ai

io.github.CSOAI-ORG/weather-ai-mcp

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Weather Ai tools for AI agents.

Tamper-evident action logging for agents: hash-chained append/verify, one JSONL file, zero deps.

Apex Contabil

io.github.ogconstrutorasp/apex-contabil

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Framework MCP do Apex ERP Contábil: CNAEs, jurídico, obrigações, financeiro, marketing e WhatsApp.

Workloadtruth

io.github.RudrenduPaul/workloadtruth

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Classifies GPU workloads as inference or training from telemetry alone via MCP tools.

mcp-server-smartsheet-rm

io.github.christianclaudio/smartsheet-rm

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MCP server for Smartsheet Resource Management (10,000ft API) time tracking and scheduling.

k8s AIops

io.github.AIops-tools/k8s-aiops

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Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

Swiss Snb

io.github.malkreide/swiss-snb-mcp

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SNB data portal: exchange rates, balance sheet, policy rates, SARON, monetary aggregates

Optometry Ai Safety

io.github.CSOAI-ORG/optometry-ai-safety-mcp

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Optometry Ai Safety MCP Server by MEOK AI Labs

Calculator

io.github.slettmayer/calc-mcp-server

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Exact arithmetic: one calculator tool over an AST allowlist, with integers exact at any size.

SayDoNew

io.github.vince-gonzalez/saydo

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Does the tool do what it says? Conformance receipts for MCP servers, and unknown when unchecked.

Fabric AIops

io.github.AIops-tools/fabric-aiops

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Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.

Simples NacionalNew

io.github.vitorantoniazzi/simples-nacional-mcp

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Calcula o DAS do Simples Nacional e quantifica a carga que a alíquota não cobre.