MCP Servers
MCP servers connect AI agents to services such as databases, search and communication tools.
✓ Official
36 publishersSelect a publisher to filter the entries listed on Labsco.
modelcontextprotocol17 servers
google2 servers
googleapis2 servers
microsoft8 servers
azure3 servers
github2 servers
awslabs9 servers
bytedance1 server
stripe2 servers
cloudflare3 servers
vercel1 server
figma1 server
makenotion1 server
atlassian1 server
supabase1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm2 servers
getsentry4 servers
grafana2 servers
hashicorp1 server
brave1 server
firebase1 server
browserbase1 server
apify1 server
firecrawl1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
resend1 server
e2b-dev1 server
exa-labs1 server
mastra-ai1 serverAll MCP Servers
6,626 MCP serversInk
★ 0Deploy and manage applications, databases, domains, and git repos via MCP
MCP Educational Tutor
★ 0An intelligent tutoring server that uses GitHub documentation repositories to provide structured educational prompts and tools.
VisiData MCP Server
★ 0Interact with VisiData, a terminal spreadsheet multitool for discovering and arranging tabular data in various formats like CSV, JSON, and Excel.
OpenMembrane
★ 0OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.
VOICEROID Daemon
★ 0A text-to-speech server for VOICEROID2 via the voiceroid_daemon.
MCP BigQuery Server
★ 0Securely access BigQuery datasets with intelligent caching, schema tracking, and query analytics via Supabase integration.
CloudStack MCP Server
★ 0Integrate with Apache CloudStack to manage cloud resources directly from your desktop.
Makefile MCP Server
★ 0Exposes Makefile targets as callable tools for AI assistants.
X Algorithm MCP
★ 0Tweet scoring and optimization using X's actual algorithm weights - 22 engagement signals, 18 safety filters, diversity penalty calculator, and 11 research tools.
Vercel MCP Server
★ 0An MCP server deployed on Vercel that provides a dice rolling tool.
macOS Utilities
★ 0Provides macOS utility tools for AI assistants, including sending native notifications with project context.
Vault MCP Server
★ 0An MCP server for interacting with the HashiCorp Vault secrets management tool.
CaseMgr MCP
★ 0Shared workspace your AI agents write to — 184+ MCP tools for CMMN case management.
mttrly
★ 0AI-powered incident management and server monitoring via MCP.
Git Mob
★ 0Integrates with the git-mob CLI to manage Git co-authors.
QA Radar
★ 0MCP server that tells your agent which files to test first — git churn, coverage gaps, and test mapping as per-file risk scores.
mxHERO Multi-Account Email Search
★ 0Search across multiple email accounts using mxHERO's vector search service.
AWS Application Signals
★ 0Interact with AWS Application Signals for application monitoring and troubleshooting. Requires AWS credentials.
Enhanced QR Code MCP Server
★ 0Generates QR codes with metadata, batch processing, and file management tools.
Enhanced QR Code MCP Server
★ 0Advanced QR code generation and processing with support for custom styling, multiple formats, batch processing, and analytics.
Paylocity
★ 0A server to fetch data from Paylocity API endpoints.
Solematica
★ 0Solar estimates, provider comparison, energy prices and blog for the Italian market. 6 tools, 5 free. Compare providers, analyze roofs via Google Solar API, check PUN/ARERA prices.
Genji MCP Server
★ 0Search and analyze classical Japanese literature using the Genji API, with advanced normalization features.
Nefesh Human State
★ 0Fuses biometric signals into a stress score (0-100) for real-time AI adaptation. MCP + A2A native.
Apache AGE MCP
★ 0MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch transactions, semantic search, Graph RAG, vis.js visualization, export/import) - **F#/.NET** — the only non-Python Apache AGE MCP server, installs as a single dotnet tool - **Production-grade** — BenchmarkDotNet-verified performance (cached queries in 62 ns, Cypher in 1 ms) - **Open source** — MIT license, published on [NuGet](https://www.nuget.org/packages/AgeMcp) - **Documentation** — full docs site at neftedollar.com/age-mcp
AltBots — Fund Manager Intelligence
★ 0Institutional research and manager diligence reports on hedge funds, venture capital and private equity managers. Summary of filings, personnel changes, media screening and social signals delivered to you in minutes.
psychopathia-mcp
★ 0Read-only MCP server for the Psychopathia Machinalis diagnostic framework (79 conditions) — differential diagnosis of AI dysfunctions via 11 tools; Python stdio.
saferagenticai-mcp
★ 0Read-only MCP server exposing the Safer Agentic AI safety framework: 238 patterns + 14 operational heuristics via 12 query tools; Python stdio.
Netify BT Reseller
★ 0MCP server exposing the Netify BT-Authorised Reseller Programme: eligibility scoring, commission estimation and prefilled application URL builder for UK businesses reselling BT broadband, leased lines, SD-WAN, SASE and security.
Bright Security MCP
★ 0The new Bright MCP Server enables AI assistants to directly interact with Bright and manage security scans end-to-end. Using natural language prompts, AI can now analyze existing coverage, identify missing or hidden entrypoints, add them to the project, select the most relevant security tests based on the application’s technology, and start scans automatically.