PubChem Finder
MysterionRise/pubchem-finder
Search PubChem by structure: a local similarity/substructure index, live PubChem data, RDKit tools
QuantContext
zomma-dev/quantcontext-mcp-server
Deterministic stock screening, backtesting, and factor analysis for AI trading agents
Rcsb Pdb
mrfentmen/rcsb-pdb-mcp
Look up protein structures and search the RCSB Protein Data Bank. No key required.
RealAgent
RedDateTech/RealAgentMCP
AI agent real-name identity: SM2 keypair, QR real-name link, SD-JWT VP generate/verify.
Release Notes Forge
mrfentmen/release-notes-forge-mcp
Summarize local Git release shape without returning commit messages, paths, hashes, or remotes.
repo2graph
Srinivasan-78/repo2graph
Ask a codebase a question, get back the source that answers it — every block cited to file:line.
RLM Tools
stefanoshea/rlm-tools
Persistent Python sandbox for token-efficient codebase exploration in MCP clients
RoadRaven
Shuffzord/RoadRaven
Create and update roadmap tree nodes and statuses in the RoadRaven desktop app (must be running).
Roundcut
Araluma/roundcut-mcp
Local image tools: circle crop, crop, resize, compress, convert JPG/PNG/WebP/AVIF. By RoundCut.
Rune
thecolourfoundation/rune
Evidence-backed codebase understanding with file:line citations, for AI clients over MCP.
Runspector
edxleon/runspector
AI running coach for Garmin: HRV, readiness and VO2max explained, workouts on your watch
Runtime Support
mrfentmen/runtime-support-mcp
Summarize runtime declarations across local manifests and CI files without returning versions,...
Safe Fetch
Sanoy24/safe-fetch-mcp-server
MCP server for fetching URLs, safe against SSRF, DNS rebinding, and redirect-to-internal attacks.
Securealy
securealy/securealy
Grade a URL as an attacker and a customer would see it; scan a repo; check Supabase, Stripe, Vercel.
SilbercueSwift
silbercue/SilbercueSwift
iOS MCP server: 49 tools free (58 with Pro), xcresult parsing, WDA UI automation, fast screenshots.
Singapore MCP by Olano
olano-ai/mcp-singapore
Singapore public data, transport, rail, property, business, economy, weather, and analytics.
Smogon
mrfentmen/smogon-mcp
Use this MCP server to competitive Pokemon, full dex data plus monthly Smogon usage statistics....
Source Map Parser
MasonChow/source-map-parser-mcp
Parse JavaScript error stack traces back to original source code using source maps
Spdx
mrfentmen/spdx-mcp
Use this MCP server to SPDX open source license metadata and compatibility helpers. Tools...
Speedrun
mrfentmen/speedrun-mcp
Use this MCP server to speedrun.com, world records, category leaderboards, and runner profiles....
Star Wars
mrfentmen/star-wars-mcp
Look up Star Wars people, planets, and starships from the SWAPI mirror. No key required.
Sui
ExpertVagabond/sui-mcp-server
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking, SuiNS, analytics
Supernote
ridget/supernote-mcp
Capture the screen, read/render notes, and upload files on a Ratta Supernote from an AI agent.
Syllabus Calendar
AnonymousOnyx22/syllabus-calendar-mcp
Syllabus to calendar MCP: pull dates from a syllabus into .ics files, merge calendars. Offline.
The Deployer
Avinash147-1193/thedeployer-mcp
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
Time Tools
mrfentmen/time-tools-mcp
Convert timestamps, compute date differences, and format durations locally. No network and no key.
Toolchain Lens
mrfentmen/toolchain-lens-mcp
Local explanation of reproducibility signals and toolchain contradictions without exact versions...
Turbo Quant Memory
Lexus2016/turbo_quant_memory
Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.
ui-ticket
0ics-srls/ui-ticket-mcp_public
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.
WAKE Protocol
Omodaka9375/wake
A post-mortem succession protocol for AI agents. Black Box, handoff, time-locks.
XAF Logic Explainer
peopleworks/XAFLogicExplainer
Query your DevExpress XAF app: entities, controllers, actions, rules, Model Editor.
India API
dharunashokkumar/api.dharun.dev
Free Indian data and AI: pincode, IFSC, GSTIN, holidays, GST invoice, OCR, translation. No key.
Allyson
isaiahbjork/allyson-mcp
AI-powered SVG animation generator that transforms static files into animated SVG components using the Allyson platform
MailSandbox
btafoya/mailsandbox
MailSandbox (a fork of Mailpit) is a fast, zero-dependency email testing tool & API with a web UI, SMTP server, Postmark API emulation, and MCP server for AI-assisted debugging.
Latex
Yeok-c/latex-mcp-server
Compile LaTeX, download, organize and read cited papers, run visualization scripts and add figures and tables to LaTeX documents.
Agent Memory
g1itchbot8888-del/agent-memory
Three-layer agent memory (identity, active, archive) with semantic search, graph relationships and conflict detection.
Agentic MIKE Plus
Zhonghao1995/Agentic-MIKE-Plus
Headless DHI MIKE+ urban-water modelling: model inspection, parameter editing, simulation runs with QA status, .res1d results reading and plotting.
Audit
P4ST4S/mcp-audit
Transparent proxy that intercepts, signs, rate-limits, redacts and audits MCP tool calls without modifying client or server.
Brasil Data
alanpcf/brasil-data-mcp
Brazilian public data via BrasilAPI: companies (CNPJ), addresses (CEP), banks (BACEN) and national holidays.
Chart
KamranBiglari/mcp-server-chart
This server offers a wide variety of chart types with comprehensive Zod schema validation for type-safe chart configuration.
Chrome Secure
Pantheon-Security/chrome-mcp-secure
Security-hardened Chrome automation and logins with post-quantum encryption, a credential vault, memory scrubbing and audit logging.
Cursor Usage
ofershap/cursor-usage
AI coding usage analytics: track spend, model usage and costs across Cursor and Claude Code sessions.
Mapache
Hackeatutiempo/mapache
Open-source mind maps and whiteboard your agent draws on live: 22 tools for mind maps, notes, shapes, tables, charts, connectors, comments and HTML/PDF export; boards are local files.
md to PDF
MarceauSolutions/md-to-pdf-mcp
Convert Markdown files to PDF with customizable themes, headers, footers and styling.
Nextcloud Calendar
Cheffromspace/mcp-nextcloud-calendar
CalDAV Nectcloud calendar integration. Manage calendars, events, attendees, etc.
Pantheon
valado/pantheon-mcp
Serves task-specific instructions to agents instead of static Markdown files.
Persistproc
irskep/persistproc
See and control long-running processes such as web servers: start, stop, restart and read logs.
Pipepie
pipepie/pipepie
Self-hosted webhook relay and tunnel with Noise NK encryption: inspect requests, replay webhooks, trace AI pipelines, manage tunnels and subdomains.