Space Standards
manojknaikade/space-standards-mcp
Cited, requirement-level Q&A over ECSS and NASA standards you supply (bring your own documents)
Spark SQL
aidancorrell/spark-sql-mcp-server
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
speedread
brennengreen/speedread
Token-efficient code reading for coding agents: symbol-aware, budgeted, diff-aware reads.
Spendlog
makz81/spendlog
MCP server for expense tracking, invoices, budgets, and financial insights directly in Claude
Spotify
NovaLux12/spotify-mcp-server
Spotify Web API MCP: playback, library, playlists, search, podcasts. Not affiliated with Spotify.
SQLite Local AI Memory
cheveguerra/sqlite-local-ai-memory
100% In-Process Bare-Metal Hybrid Memory Engine & MCP Server for LLMs (SQLite + Int8 Vectors).
SSH Host Storage & Remote Exec
xlbbb-cn/mcp_ssh_exec_cmd
Stdio MCP server for SSH host storage and remote command execution with a connection-pool monitor.
SSRS2
AntoineGou/SSRS2
Markdown to editable PowerPoint, Word, PDF; checks, edits and previews RDLC/RDL reports.
ssyubix-pixelart
syuaibsyuaib/ssyubix-pixelart-mcp
Draw pixel-art tiles and tilesets for 2D games, with PNG+metadata export for Unity.
Stackexchange
pipeworx-io/mcp-stackexchange
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required for read)
Steam
Playtide-studios/steam-mcp
Steam market intelligence MCP server for game developers: app search, trends, reviews, news.
Steelmind
stabgan/steelmind-mcp
Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.
Stellar Agent Search
berkingurcan/stellar-agent-search
Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.
STIG
jeneric/STIG-MCP
MCP server: MITRE ATT&CK® -> NIST 800-53r5 -> DISA STIG fix/check steps, mitigations and detections
Storepilot
sonlenef/storepilot-mcp
Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases.
Stratum
smartmemory/stratum
Structured execution for coding agents: contracts, postconditions, gates, guardrails.
Strava Training
ArjanLig/strava-mcp
Connect Strava training data to Claude for training load analysis and activity insights
Structured Address Fix
sebastienrousseau/structured-address-fix-mcp
MCP server for ISO 20022 postal-address remediation ahead of the Nov 2026 CBPR+ cliff.
Studio Sidecar
gjlmotea/studio-sidecar-mcp
Companion to Roblox Studio's built-in MCP: open places, guard writes, Open Cloud asset uploads.
Substrate b
manuelinuxkr/substrate-b
Token-first headless browser for AIs. Extracts a tiny semantic graph, cutting HTML bloat by 95%.
SupaForge
akalsoftware/supaforge
Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.
Swarm at Ledger
Mediaeater/swarm-at-ledger
Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools
Swiss Academic Libraries
malkreide/swiss-academic-libraries-mcp
Swiss academic libraries + open-access Swiss legal literature (SRU/OAI-PMH, no API key)
Swiss Courts
malkreide/swiss-courts-mcp
Swiss court decisions via entscheidsuche.ch, including federal and cantonal courts
Swiss Housing
malkreide/swiss-housing-mcp
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
Swiss Public Transport
tpjnorton/swiss-public-transport-mcp
Swiss public transport — journey planning, live stationboards, delays, and SBB ticket links.
Switchboard
Jemplayer82/mcp-switchboard
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and track presence.
Switzerland Parliament
cyanheads/switzerland-parliament-mcp-server
Search Swiss parliamentary business, votes, debates, members, and declared interests.
Symmap
pipeworx-io/mcp-symmap
SymMap v2 — Traditional Chinese Medicine association graph from symmap.org (Beijing University of…
SYNAPSE CHANNEL
anulum/synapse-channel
Local-first multi-agent coordination for messages, leases, shared plans, status, and resources.
SynapseAudit
digidenone/SynapseAudit
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with SynapseAudit.
Sysdesign Board
tGhattas/sysdesign-board
Hand-drawn whiteboard for system design mock interviews; your AI watches, asks and gives feedback.
Taaghche
sepehr071/taaghche-mcp
Unofficial read-only Taaghche: search Persian ebooks and audiobooks, compare prices, read reviews.
Tailscale
TMHSDigital/tailscale-mcp
Let AI agents see and use your tailnet: status, SSH config, Serve/Funnel sharing, ping matrix
Taiwan Patent
aa0101181514/tw-patent-mcp
Patent search via Taiwan IPO GPSS and EPO OPS: legal status, families, full text, PDFs
Tanpin
willykeenan/tanpin
Item-by-item inventory that reorders itself: per-SKU forecasts, purchase orders and ETAs.
TeamMemory
ysydhc/team_memory
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
Telegram Context
egor-fedorov/telegram-mcp
Read permitted Telegram chats, retrieve original posts and files, and track changes locally.
Termdat
malkreide/termdat-mcp
MCP server for TERMDAT — the terminology database of the Swiss Federal Administration
terminal-use
computer-agent-labs/terminal-use
Lets AI agents drive a real terminal: type, press keys, click, read the screen, take screenshots.
Terraform CWD
YawLabs/terraform-cwd-mcp
Terraform working-dir truth: pinned provider schemas, plans, state, modules, upgrade impact
Tether
sidyellur/tether
Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.
Tetrad
SamoraDC/Tetrad
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen
Text to Speech
Engr-FaizanAli/text-to-speech-mcp
Reads text aloud locally on Windows, macOS, and Linux. No API key, account, or cloud service.
text-to-reality
ai-wes/text-to-reality
Turn an idea into a device anyone can build: parts, printed parts, wiring, code and a picture guide.
text2sql
cpenniman12/text2sql-mcp
Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.
Tfl
oneill9/tfl-mcp-server
Community-built server providing real-time London transport data via the TfL Unified API
Tga Artg
pipeworx-io/mcp-tga-artg
TGA ARTG — the Australian Register of Therapeutic Goods, the Therapeutic Goods Administration's…