MCP servers

Each entry shows what its maintainer published and when the project was last touched. Where a repository has been deleted or archived, that is stated on the entry instead of being quietly left out.

Listed, not yet verified by us (60)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

CLIO Pandas — v2.2.3
Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations
CLIO Parallel Sort — v2.2.3
Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis
CLIO Paraview — v2.2.3
MCP server for ParaView scientific visualization
CLIO Parquet — v2.2.3
MCP server for Apache Parquet files
CLIO Plot — v2.2.3
MCP server for advanced data visualization and plotting operations
CLIO Sac — v2.2.3
MCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute...
CLIO Scientific Catalog — v1.1.2
Operator-owned scientific dataset discovery for remote agents
CLIO Seismic — v2.2.3
MCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude,...
CLIO Slurm — v3.0.0
MCP server for Slurm workload management and HPC job scheduling
CLIO Spack — v2.1.0
Structured Spack discovery and installation tools for scientific agents
CLIO Terrain — v2.2.3
MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding
io.github.ip2location/mcp-ip2location-io — v1.1.1
IP Geolocation MCP server that query the geolocation information using IP2Location.io API.
io.github.ip2whois/mcp-ip2whois — v1.2.0
WHOIS domain MCP server that query the WHOIS information using IP2WHOIS API.
iPayX FX Audit — 4 functions, v1.2.0
Forensic FX audit. Detects hidden bank markups in real time. Returns spread bps + audit score 1-10.
io.github.iPAYX-Technologies/mcp-fx-audit — 4 functions, v1.3.4
FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FINTRAC MSB.
io.github.ipezygj/agent-guard — v0.2.1
Safety checks an agent runs before it acts: package malware, destructive command, secret leak.
io.github.ipezygj/evalgate — v0.4.1
Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).
io.github.ipezygj/numguard — v0.1.1
Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.
IPGeolocation.io MCP Server — v2.0.0
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.
io.github.IPv6/mcp-transcribe — v1.0.5
MCP-Transcribe server allows LLMs to interact with the text content of audio/video files
io.github.Iqbalahmed7/simulatte — v0.1.1
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.
io.github.iQuesta/MCP-iQuesta — 3 functions, v1.0.0
Recherche d'offres de stage et d'alternance en France via le réseau iQuesta.com
Bing Search (Free) — v0.2.0
Free Bing search MCP server - No API key required
io.github.iris-eval/mcp-server — v0.4.4
The agent eval standard for MCP. Score every agent output for quality, safety, and cost.
JSONlify — protocol reply could not be used, v1.0.0
Validate and convert JSONL fine-tuning data across 11 AI providers. 13 tools.
io.github.irmasemma/postcopilot-mcp — 6 functions, v1.0.1
Threads tools for AI — generate viral posts, download videos, export profiles
Stellaroid Earn — 6 functions, v1.1.0
Read-only MCP server: verify credentials and browse escrows on the Stellar testnet contract.
io.github.ironclawdevs27/argus — v10.0.0
Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.
io.github.ironflowsh/mcp — v0.4.1
Tick-level Hyperliquid market data: fills, L4 book, funding, liquidations, smart triggers.
io.github.IronSecCo/ironclaw — v0.1.499
Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.
io.github.irrenwill/secret-safe-env — v0.1.2
Write secrets into .env without the agent ever seeing the value - Windows masked dialog (繁中 UI)
MERN MCP — v0.1.0
Scaffolds MERN CRUD resources into existing Express and React codebases.
io.github.isaac-levine/forage — v0.1.1
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
VenuNite Events — 1 function, v0.2.1
Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.
SpikeMe — v0.5.5
Analyze your repo's stack and generate grounded, time-boxed spike decision docs.
Code of Paper — v0.3.2
Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.
io.github.IsaiahDupree/agentsearch-mcp — 3 functions, v1.0.0
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
io.github.IsaiahDupree/calendar-bridge — needs an account, v1.3.0
Connects ChatGPT to your Apple Calendar via a local Mac agent + Vercel relay
io.github.IsaiahDupree/commercebridge — 14 functions, v1.0.0
Remote MCP connector for eBay, Shopify, Best Buy & Etsy marketplace data via the Commerce API
io.github.IsaiahDupree/devstack-mcp — 10 functions, v1.0.0
Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ ecosystems.
io.github.IsaiahDupree/jobstack-mcp — 2 functions, v1.0.0
Unified jobs search over official feeds + ATS boards (USAJOBS, Adzuna, Muse, Greenhouse, Lever...)
io.github.IsaiahDupree/messages-bridge — needs an account, v1.3.0
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
io.github.IsaiahDupree/notesbridge — needs an account, v1.3.0
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac agent + MCP relay.
io.github.IsaiahDupree/realtystack-mcp — 6 functions, v1.0.0
U.S. real-estate data: property records, AVM value + rent estimates, sale/rental listings.
io.github.IsaiahDupree/reminders-bridge — needs an account, v1.3.0
MCP connector for Apple Reminders — search, create, complete, and edit via your own Mac.
io.github.IsaiahDupree/second-brain-bridge — needs an account, v1.3.0
Search and reason over your Obsidian-style Markdown vault, right from ChatGPT.
io.github.IsaiahDupree/shortcuts-bridge — needs an account, v1.0.0
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via a local Mac agent
io.github.IsaiahDupree/socialbridge-mcp — 10 functions, v1.0.0
Unified social-media data across 10 networks: profiles, posts, search, comments, cross-search.
io.github.IsaiahDupree/storebridge-mcp — 13 functions, v1.0.0
Remote MCP connector for App Store + Google Play data via StoreBridge API. No auth required.
Kolada MCP Server — endpoint not answering, v2.2.1
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.
OECD MCP Server — endpoint not answering, v3.0.0
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.
io.github.isakskogstad/scb-mcp — endpoint not answering, v2.5.3
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data
io.github.isamu/mulmocast-vision — v1.0.1
Easy and stylish presentation slide generator.
io.github.isco-tec/mcp — v0.4.0
Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant.
Weather MCP Server — v0.6.1
providing weather information, air quality data, and timezone utilities using the Open-Meteo API.
PostgreSQL performance Tuner MCP Server — v0.5.2
provides AI-powered PostgreSQL performance tuning capabilities.
io.github.iseppo/e-arveldaja-mcp — v0.25.3
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports.
mycrab-mcp — v0.1.1
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.
DicePDF — v0.1.0
Local-first PDF tools for AI agents: merge, split, extract, render, compress. Files stay on-device.
io.github.islobodan/cotforce-mcp — v1.1.3
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.