MCP servers (12976)
jDataMunch MCP
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
robrain
Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.
sverklo
Local-first code intelligence MCP. Semantic search, impact analysis, diff review, memory.
Pensyve
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.
WilmAI
Finland's Wilma school system for parents and students: schedule, homework, exams and messages.
google-calendar
MCP server for Google Calendar integration with service account support and domain-wide delegation.
google-docs
MCP server for Google Docs integration with OAuth2 and service account support.
google-flights
MCP server for searching Google Flights — flight search, date grid pricing, and airport lookup.
hatchbox
MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.
intervals-icu-mcp
Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.
langfuse
MCP server for Langfuse LLM observability — trace and observation analysis.
onepassword
MCP server for interacting with 1Password via the CLI to read and manage credentials.
playwright-stealth
Browser automation using Playwright with optional stealth mode to bypass anti-bot protection.
remote-filesystem
MCP server for remote filesystem operations on cloud storage (Google Cloud Storage).
serpapi-hotels
MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews.
svg-tracer
MCP server for converting bitmap images to SVG vector graphics using potrace tracing.
tela
Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.
vercel
MCP server for Vercel — manage deployments and view build and runtime application logs.
COROS
Access COROS activity, training and health data, and manage training plans and workouts.
appsignal
MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.
dynamodb
MCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.
fetchpet
MCP server for Fetch Pet insurance claims management using Playwright automation.
fly-io
MCP server for managing Fly.io machines, apps, logs, and Docker images.
gcs
MCP server for Google Cloud Storage with fine-grained tool access control.
gmail
MCP server for Gmail with OAuth2 (personal) and service account (Workspace) support.
pulse-fetch
MCP server that extracts clean, structured content from web pages with anti-bot bypass capabilities.
pulse-subregistry
MCP server providing access to the PulseMCP Sub-Registry for browsing and discovering MCP servers.
s3
MCP server for AWS S3 with fine-grained tool control and S3-compatible endpoint support.
pagerduty-mcp
PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.
DispatchSEO
Open-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console.