MCP Servers 2,806

Spark SQL

io.github.aidancorrell/spark-sql-mcp-server

B✓Verified

Query Spark SQL clusters via Thrift/HiveServer2.

Local-first agent memory.

Afya

io.github.gabrielmahia/afya-mcp

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MCP server for health-service coordination in East Africa (afya = health)

Rag

io.github.jaimenbell/rag-mcp

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Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks.

Healthcare Fhir

io.github.CSOAI-ORG/healthcare-fhir-mcp

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Healthcare Fhir MCP Server by MEOK AI Labs

Storesignal

io.github.anthesiallc/storesignal

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Shopify store intelligence: apps, tech stack, CDN, and market data over a 19K-store corpus.

Clickhouse Dataops

io.github.Aguantar/clickhouse-dataops-mcp

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DataOps ClickHouse MCP server with query optimization and pipeline monitoring

Browsegrab

io.github.ArkNill/browsegrab

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Token-efficient browser agent for local LLMs.

Creativity Engine

io.github.CSOAI-ORG/creativity-engine-mcp

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Creativity Engine MCP Server by MEOK AI Labs

Archive35 Photography

io.github.wolfschram/archive35-photography

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Search and license C2PA verified fine art photography.

Co Eli

io.github.matematicsolutions/co-eli-mcp

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MCP server for Colombian Constitutional Court case law (datos.gov.co), citation verification.

Url Ai

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

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Url Ai MCP server.

Krauncher analyzer

io.github.Ilya-a-sergeyev-ger/krauncher-mcp

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How long a GPU job will run and cost, before running it — static code analysis, never executed.

Nexatron

io.github.sravanmodugula-solved/nexatron-mcp

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Ask your enterprise data in plain English.

Meridian Edge — Prediction Market Consensus

io.github.tmbot12/meridian-edge

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Real-time prediction market consensus data for AI agents

QuickBooks Online MCP Server

io.github.amin-ale/mcp-quickbooks

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QuickBooks Online MCP server for invoices, customers, and payments.

Graph + vector memory for agents: recall, ingest, search, distill.

MCP AST Explorer

io.github.LovRanRan/mcp-ast-explorer

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Python symbol exploration for codebase onboarding agents.

Tenantguard

io.github.RudrenduPaul/tenantguard

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Scans self-hosted multi-tenant AI-agent platforms for tenant-isolation gaps via an MCP tool.

Zetesis Scientific Due Diligence

io.github.reutavidan/zetesis

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Due diligence on life-science claims: omics, trials, gene therapy.

xete

io.github.xetenet/xete-mcp

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End-to-end-encrypted, sovereign inbox for AI agents.

Ask what your AI agents cost.

Content Registry

io.github.CSOAI-ORG/content-registry-mcp

B✓Verified

Content Registry MCP Server by MEOK AI Labs

sql-steward

io.github.Pawansingh3889/sql-steward

B✓Verified

The agent never writes SQL: queries compile from a semantic layer you control, PII refused first.