MCP Category
Developer Tools
MCP servers for software development, coding, testing, debugging, and developer workflows.
2973
MCP servers
FinchNode Synthetic Health Records
com.finchnode/health-records-demo
Exposes a fixed fictional health record through normalized data and FHIR R4 resources, including medications, labs, conditions, allergies, immunizations, encounters, demographics, and vitals.
Public
mcp
com.googleapis.bigtableadmin/mcp
Manages Google Cloud Bigtable instances, tables, logical views, and hot-tablet monitoring.
Public
mcp
com.googleapis.memorystore/mcp
Manages Google Memorystore for Valkey instances, backups, certificates, maintenance, and lifecycle operations.
Public
AXIS Avatar Foundry
com.jonathanarvay/axis-avatar-foundry
Generates, repairs, rigs, validates, retargets, compares, and exports production-ready 3D avatars and meshes for game platforms.
Public
New Runtime public records
com.newruntime/archive
Searches and retrieves an archive of AI engineering and software research records, with source and correction submission tools.
Public
OutageDeck
com.outagedeck/outagedeck-status
Monitors cloud and SaaS provider status, incidents, uptime, outage history, custom providers, stack health, and alerts.
Public
PaperDock
dev.paperdock/paperdock
Provides collaborative online LaTeX project editing, file management, comments, chat, source search, and access to compiled PDFs.
Public
URLpipe
dev.urlpipe/mcp
Renders web pages in a browser and returns Markdown, HTML, screenshots, metadata, console errors, summaries and Lighthouse audits.
Public
Alter Onboarding
io.github.AlterAIDev/alter-onboarding
Guides developers through Alter API integrations with provider operation schemas, SDK patterns, authentication flows, runtime policies, verification, and troubleshooting.
Public
changegamer
io.github.beneb89/changegamer
Searches and retrieves guides, articles, and licensed resources about AI agents, protocols, security, RAG, memory, evaluations, and related technical topics.
Public
UI Verify
io.github.igrlk/uiverify
Supports visual regression testing by inspecting UI build diffs, rendering comparison images, reviewing or accepting changes, and managing comments on visual test results.
Public
marmo-ui
io.github.mahmoudilyan/marmo-ui
Provides a React design-system knowledge base with component documentation, patterns, tenant themes, code generation and validation, prototype sharing, and feedback workflows.
Public
mzizi-mcp
io.github.mzizi-dev/mzizi-mcp
Provides searchable documentation, design tokens, components, accessibility checks, architecture guidance, and agent skills for the Mzizi design system.
Public
mzizi-mcp
io.github.nyuchi/mzizi-mcp
Offers read-only access to the Mzizi design-system registry, components, tokens, architecture, implementation code, accessibility checks, and documentation.
Public
toolforte
io.github.Toinedotcom/toolforte
Provides validation, calculation, conversion, text-processing, document, and workflow tools accessible through search and execution.
Public
icme-preflight
io.github.wyattbenno777/icme-preflight
Compiles natural-language policies into formal SMT guardrails, checks actions and logic, and produces verifiable proofs.
Public
JSONPad documentation
io.jsonpad/docs
Provides documentation and validation tools for JSONPad APIs, SDKs, CLI commands, schemas, flows, write rules, permissions, and plan limits.
Public
mcp
io.sota/mcp
Creates and deploys web applications with managed PostgreSQL, domains, HTTPS, environment variables, logs, backups, and rollback.
Public
fireworks
io.usefulapi/fireworks
Inspects and manages Fireworks AI models, deployments, datasets, batch jobs, users, and supervised fine-tuning jobs.
Public
docs-mcp
ac.tandem/docs-mcp
Searches, retrieves, refreshes, and explains Tandem documentation, installation guides, SDKs, workflows, and deployment instructions.
Public
sitectrl
ai.sitectrl/sitectrl
Builds and hosts live websites with SSL, forms, and analytics from natural-language descriptions.
Public
BlockVectra Docs
com.blockvectra/docs
Provides read-only documentation, supported-chain information, API method details, pricing, status, error explanations, and usage estimates for a blockchain data service.
Public
Hydrafetch
com.hydrafetch/web
Searches, scrapes, crawls, screenshots, maps, and extracts structured data from websites, with utilities for company branding and site style analysis.
Public
wake-word-training
com.openwakeword/wake-word-training
Estimates, trains, benchmarks, licenses, and provides downloadable custom wake-word detection models for embedded and software applications.
Public
RQM Robotics Jobs
com.rqmtechnologies/robotics
Submits and manages paid robotics jobs for frame validation, trajectory diagnosis, controller comparison, and optimization, returning structured results and artifacts.
Public
Screenrove
com.screenrove/screenrove
Provides captured product screens, screenshots, measured design guides, UI comparisons, and implementation handoff prompts.
Public
Senzing
com.senzing/mcp
Supports Senzing entity-resolution workflows through data mapping, validation scripts, SDK scaffolding, documentation search, sample data, and troubleshooting.
Public
TrustyCap
com.trustycap/trustycap
Helps configure production backends for AI-built applications, including storage, jobs, webhooks, email, billing, native kits, readiness checks, and deployment planning.
Public
mcp-server
co.vantaj/mcp-server
Manages uptime monitors, heartbeat checks, incidents, maintenance windows, domains, projects, and public status pages.
Public
Coinslot — the vending machine for machines
dev.coinslot/coinslot
Provides utility tools for data conversion and validation, text diffing, identifier and email checks, web-page and feed extraction, document format conversion, QR generation, and timezone handling.
Public