MCP servers and skills for NoSQL, search and vector databases
Document, key-value, search and vector databases.
125 MCP servers177 skills4 tools
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302Sorted: taking turns between tools, official first within each tool.Show all, including less active listings
- azure-mgmt-mongodbatlas-dotnetOfficial
Microsoft · MongoDB
SkillMITlicenceUpdated Nov 10, 20263,193GitHub stars - Elasticsearch MCP ServerOfficial
Elastic · Elasticsearch
MCP serverLocal or remoteApache-2.0licenceUpdated Nov 6, 2026729GitHub stars - Redis MCP ServerOfficial
Redis
MCP serverRuns locallyMITlicenceUpdated Nov 3, 2026642GitHub stars - Pinecone Developer MCP ServerOfficial
Pinecone
MCP serverRuns locallyApache-2.0licenceUpdated Nov 9, 202672GitHub stars - add-agent-memoryOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - MongoDB MCP ServerOfficial
MongoDB
MCP serverLocal or remoteApache-2.0licenceUpdated Nov 10, 20261,160GitHub stars - elasticsearch-anomaly-detection-explainerOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone-assistantOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - add-agent-playbooksOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - mongodb-mcp-v3-migrationOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 20261,160GitHub stars - elasticsearch-anomaly-detectionOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone-cliOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - add-context-gatewayOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elasticsearch-cluster-healthOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - OfficialSkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars
- pinecone-docsOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - add-intent-routerOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elasticsearch-esqlOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - mongodb-connectionOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone-full-text-searchOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - add-lensOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elasticsearch-index-designOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - mongodb-mcp-setupOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone-helpOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - add-redis-irisOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - OfficialSkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars
- amazon-opensearch-serviceOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars - pinecone:assistantOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-clusteringOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - prisma-mongodb-upgradeOfficial
Prisma · MongoDB
SkillMITlicenceUpdated Nov 10, 202680GitHub stars - analytics-opensearch-expertiseOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - pinecone:cliOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-connectionsOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elastic-csp-investigationOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - mongodb-qe-size-estimationOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone:docsOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-coreOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elastic-k8s-investigationOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - mongodb-query-optimizerOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone:full-text-searchOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-docs-mcpOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elastic-llm-obsOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - mongodb-schema-designOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone:helpOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-observabilityOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elastic-onboardingOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - mongodb-search-and-aiOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone:mcpOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-searchOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elastic-service-reliabilityOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - review-skillOfficial
MongoDB
SkillApache-2.0licenceUpdated Nov 10, 2026197GitHub stars - pinecone:n8nOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - redis-securityOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elastic-sre-triageOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars - pinecone:queryOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - OpenTabs MongoDB Atlas plugin
OpenTabs · MongoDB
MCP serverRuns locallyMITlicenceUpdated Oct 31, 20261,019GitHub stars - redis-semantic-cacheOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - elasticsearch-ingestOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone:quickstartOfficial
Pinecone
SkillMITlicenceUpdated Sep 9, 202668GitHub stars - 315-frameworks-spring-mongodb
Juan Antonio Breña Moral · MongoDB
SkillApache-2.0licenceUpdated Nov 11, 2026462GitHub stars - elasticsearch-onboardingOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone-mcpOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - Redis MCP JavaOfficial
Redis
MCP serverMITlicenceUpdated Jul 16, 20255GitHub stars - MongoDB Lens
James Furey · MongoDB
MCP serverRuns locallyMITlicenceUpdated Nov 7, 2026207GitHub stars - elasticsearch-query-optimizationOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone-n8nOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - OfficialMCP serverRuns locallyMITlicenceUpdated May 5, 202543GitHub stars
- MCP MongoDB Server
kiliczsh · MongoDB
MCP serverLocal or remoteMITlicenceUpdated Jul 29, 2026284GitHub stars - elasticsearch-reindexOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone-queryOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - OfficialMCP serverRemote
- mongodb
bagelhole · MongoDB
SkillMITlicenceUpdated May 22, 20261,199GitHub stars - elasticsearch-search-relevanceOfficial
Elastic · Elasticsearch
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars - pinecone-quickstartOfficial
Pinecone
SkillMITlicenceUpdated Nov 11, 202616GitHub stars - Memorystore for Valkey MCP serverOfficial
Google · Redis
MCP serverRemote - mongo-mcp
quantgeekdev · MongoDB
MCP serverRuns locallyMITlicenceUpdated Mar 15, 2025176GitHub stars - Pinecone Assistant MCP ServerOfficial
Pinecone
MCP serverLocal or remoteMITlicenceUpdated Aug 14, 202645GitHub stars - Elastic Agent Builder MCP serverOfficial
Elastic · Elasticsearch
MCP serverRemote - redis-inspect
Civitai · Redis
SkillApache-2.0licenceUpdated Nov 11, 20267,315GitHub stars - SkillApache-2.0licenceUpdated Nov 11, 2026462GitHub stars
- pinecone
Orchestra Research · Pinecone
SkillMITlicenceUpdated Oct 11, 202614.4KGitHub stars - elasticsearch-best-practices
Mindrally · Elasticsearch
SkillApache-2.0licenceUpdated Oct 8, 2026301GitHub stars - redis-patterns
rohitg00 · Redis
SkillApache-2.0licenceUpdated May 12, 20262,832GitHub stars - SkillApache-2.0licenceUpdated Nov 11, 2026462GitHub stars
- elasticsearch-patterns
vibeeval · Elasticsearch
SkillMITlicenceUpdated Nov 9, 2026538GitHub stars - api-vector-db-pinecone
Agents Inc · Pinecone
SkillMITlicenceUpdated Oct 27, 202626GitHub stars - redis
bagelhole · Redis
SkillMITlicenceUpdated May 22, 20261,199GitHub stars - SkillApache-2.0licenceUpdated Nov 11, 2026462GitHub stars
- Elasticsearch/OpenSearch MCP Server
cr7258 · Elasticsearch
MCP serverLocal or remoteApache-2.0licenceUpdated Nov 5, 2026316GitHub stars - MCP Armory Pinecone server
MCP Armory · Pinecone
MCP serverRuns locallyMITlicenceUpdated May 12, 202632GitHub stars - redis-mcp
farhankaz · Redis
MCP serverRuns locallyMITlicenceUpdated Jun 22, 20256GitHub stars - mongodb-expert
MongoDB
SkillApache-2.0licenceUpdated Oct 26, 202644GitHub stars - alibabacloud-elasticsearch-instance-diagnose
Alibaba Cloud · Elasticsearch
SkillUpdated Nov 11, 2026291GitHub stars - mcp-server-redis
prajwalnayak7 · Redis
MCP serverRuns locallyMITlicenceUpdated May 5, 202525GitHub stars - okf-mongodb
MongoDB
SkillApache-2.0licenceUpdated Oct 3, 202639GitHub stars - pinecone
Pinecone
SkillMITlicenceUpdated Nov 1, 202628GitHub stars - elasticsearch-mcp
awesimon · Elasticsearch
MCP serverRuns locallyMITlicenceUpdated Aug 4, 202524GitHub stars - azure-resource-manager-redis-dotnet
Microsoft · Redis
SkillMITlicenceUpdated Nov 10, 20263,193GitHub stars - mongodb-atlas-cli
MongoDB
SkillMITlicenceUpdated Nov 11, 202631GitHub stars - pinecone
Pinecone
SkillMITlicenceUpdated Nov 5, 202613GitHub stars
Tools in NoSQL, search and vector databases
Recently added
- elasticsearch-esqlElasticSkill
- elasticsearch-index-designElasticSkill
- elasticsearch-anomaly-detection-explainerElasticSkill
- elasticsearch-anomaly-detectionElasticSkill
- elasticsearch-cluster-healthElasticSkill
- prisma-mongodb-upgradePrismaSkill