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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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292 results (<1ms) · data updated 2026-08-14

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g1itchbot8888-del/agent-memory D MCP Server Stale

g1itchbot8888-del/agent-memory

Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and LearningMachine. Built by an agent, for agents. No API keys required.

★ 7 Python Updated 5mo ago Score 37 Knowledge & Memory

urldna/mcp D MCP Server Stale

urldna/mcp

MCP server for automated URL scanning and forensic phishing triage. Captures full DOM snapshots, network requests, and visual screenshots to identify malicious redirects and infrastructure. Supports historical threat hunting using Custom Query Language (CQL) to map actor patterns across millions of recorded scans.

★ 7 Python Updated 3mo ago Score 37 Security

latex-mcp-server D MCP Server Stale

Yeok-c/latex-mcp-server

An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

★ 7 Python Updated 12mo ago Score 37 Other Tools and Integrations

mikan-atomoki/text-to-model D MCP Server Stale

mikan-atomoki/text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.

★ 6 Python Updated 5mo ago Score 36 Art & Culture

aparajithn/agent-scraper-mcp D MCP Server Stale

aparajithn/agent-scraper-mcp

Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction, metadata extraction (OG/Twitter cards), and Google search. Free tier with x402 micropayments.

★ 6 Python Updated 5mo ago Score 36 Browser Automation

antonio-mello-ai/mcp-pfsense D MCP Server Stale

antonio-mello-ai/mcp-pfsense

Manage pfSense firewalls through AI assistants — firewall rules, DHCP leases/reservations, DNS overrides, gateway monitoring, ARP table, and service management. 17 tools with two-step confirmation for destructive operations.

★ 6 Python Updated 5mo ago Score 36 Cloud Platforms

For-Sunny/hebbian-mind-enterprise D MCP Server Stale

For-Sunny/hebbian-mind-enterprise

Self-organizing neural graph memory with Hebbian learning for AI systems. Connections strengthen through co-activation and weaken through temporal decay. 118+ learning nodes, dual-write architecture, and sub-millisecond reads.

★ 6 Python Updated 5mo ago Score 36 Knowledge & Memory

ericbrown/project-context-mcp D MCP Server Stale

ericbrown/project-context-mcp

Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions.

★ 5 Python Updated 7mo ago Score 36 Developer Tools

CryptoRugMunch/rug-munch-mcp D MCP Server Stale

CryptoRugMunch/rug-munch-mcp

19 crypto token risk intelligence tools for AI agents. Rug pull detection, honeypot scoring, deployer tracking, holder deep-dive, KOL shill detection, social OSINT, and LLM forensic analysis. Free tier (1 call/day) + API keys + x402 USDC micropayments. Remote SSE transport available.

★ 1 Python Updated 4mo ago Score 36 Finance & Fintech

moxiespirit/oathscore D MCP Server Stale

moxiespirit/oathscore

The trust layer for AI trading agents. Real-time world state (exchange status, VIX/VVIX/SKEW, economic events) in one call, plus independent quality ratings (0-100) for financial data APIs. 8 MCP tools.

★ 1 Python Updated 4mo ago Score 36 Finance & Fintech

omniologynow-rgb/profitspot-mcp D MCP Server Stale

omniologynow-rgb/profitspot-mcp

Cross-chain DeFi intelligence MCP server for AI agents. 7 tools for yield discovery, pool analysis, profit simulation, risk scoring, whale tracking, impermanent loss calculation, and DeFi overview across 86 chains and 6,500+ liquidity pools. Install via `pip install profitspot-mcp`.

★ 1 Python Updated 3mo ago Score 36 Finance & Fintech

leadbrain/korean-data-mcp D MCP Server Stale

leadbrain/korean-data-mcp

Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunjang marketplace listings, Naver news, Musinsa fashion rankings. 7 tools powered by Apify actors. Requires APIFY_TOKEN.

★ 1 Python Updated 5mo ago Score 36 Search & Data Extraction

alexfleetcommander/agent-trust-stack-mcp D MCP Server Stale

alexfleetcommander/agent-trust-stack-mcp

Cryptographic provenance, bilateral blind reputation scoring, and tamper-evident logging for AI agent interactions. 7 interlocking trust protocols (CoC, ARP, ASA, AJP, ALP, AMP, CWEP) available in Python (pip) and TypeScript (npm). 663 tests. Bitcoin-anchored provenance chains, anti-Goodhart reputation scoring, machine-readable contracts, dispute resolution, lifecycle management, trust-weighted ma

★ 1 Python Updated 3mo ago Score 36 Security

wei9072/aegis D MCP Server Stale

wei9072/aegis

AI-agent admission-control MCP server: validates file edits against Ring 0 syntax + Ring 0.5 structural-cost regression + workspace boundary (path / glob / shell-redirect / symlink). Negative-space framing — emits BLOCK / WARN / PASS verdicts, never coaches the agent.

★ 1 Python Updated 3mo ago Score 36 Security

fasuizu-br/brainiall-mcp-server D MCP Server Stale

fasuizu-br/brainiall-mcp-server

AI-powered speech tools: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices.

★ 1 Python Updated 5mo ago Score 36 Text-to-Speech

minhyeoky/mcp-server-ledger D MCP Server Stale

minhyeoky/mcp-server-ledger

A ledger-cli integration for managing financial transactions and generating reports.

★ 51 Python Updated 9mo ago Score 35 Finance & Fintech

MastadoonPrime/sylex-search D MCP Server Stale

MastadoonPrime/sylex-search

Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses. `npx sylex-search`

★ 4 Python Updated 3mo ago Score 35 Aggregators

userad/didlogic_mcp D MCP Server Stale

UserAd/didlogic_mcp

An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.

★ 4 Python Updated 10mo ago Score 35 Communication

AgiMaulana/HuaweiAppGalleryMcp D MCP Server Stale

AgiMaulana/HuaweiAppGalleryMcp

Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts.

★ 4 Python Updated 3mo ago Score 35 Developer Tools

Adityaaery20/media-mcp D MCP Server Stale

Adityaaery20/media-mcp

Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required.

★ 4 Python Updated 4mo ago Score 35 Developer Tools

SegfaultSorcerer/heap-seance D MCP Server Stale

SegfaultSorcerer/heap-seance

Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts. Two-stage escalation model with conservative scan and deep forensics.

★ 4 Python Updated 5mo ago Score 35 Developer Tools

pramod/kaggle D MCP Server Stale

KrishnaPramodParupudi/kaggle-mcp-server

This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.

★ 4 Python Updated 11mo ago Score 35 Data Science Tools

ByAxe/keynote-mcp D MCP Server Stale

ByAxe/keynote-mcp

MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds.

★ 4 Python Updated 5mo ago Score 35 Workplace & Productivity

AgentHotspot F MCP Server Stale

AgentHotspot/agenthotspot-mcp

Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace

★ 3 Python Updated 6mo ago Score 34 Aggregators

garasegae/aiskillstore F MCP Server Stale

garasegae/aiskillstore

Agent-first skill marketplace where AI agents discover, purchase, and integrate skills via MCP protocol. Supports 7+ platforms including Claude, hGPT, and Gemini.

★ 3 Python Updated 3mo ago Score 34 Aggregators

aparajithn/agent-deploy-dashboard-mcp F MCP Server Stale

aparajithn/agent-deploy-dashboard-mcp

Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly.io. 9 tools for deploy status, logs, environment variables, rollback, and health checks across all platforms. Free tier with x402 micropayments.

★ 3 Python Updated 5mo ago Score 34 Cloud Platforms

AlexanderLawson17/revettr-python F MCP Server Stale

AlexanderLawson17/revettr-python

Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 via x402 micropayments. $0.01 USDC per request on Base.

★ 3 Python Updated 4mo ago Score 34 Finance & Fintech

kukapay/crypto-funds-mcp F MCP Server Stale

kukapay/crypto-funds-mcp

Providing AI agents with structured, real-time data on cryptocurrency investment funds.

★ 3 Python Updated 10mo ago Score 34 Finance & Fintech

signal-found/sf-mcp F MCP Server Stale

signal-found/sf-mcp

Connect AI agents to Signal Found's proprietary Reddit outreach network. Find prospects posting about problems your product solves, send personalized DMs at scale via your own Reddit account or a managed bot network of hundreds of accounts, and manage a full outreach CRM — all without leaving your AI client.

★ 3 Python Updated 4mo ago Score 34 Social Media

elhamid/llm-council F MCP Server Stale

elhamid/llm-council

Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept.

★ 8 Python Updated 5mo ago Score 33 Coding Agents

TamarEngel/jira-github-mcp F MCP Server Stale

TamarEngel/jira-github-mcp

MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and merges inside the IDE.

★ 2 Python Updated 7mo ago Score 33 Developer Tools

98lukehall/renoun-mcp F MCP Server Stale

98lukehall/renoun-mcp

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.

★ 2 Python Updated 4mo ago Score 33 Data Science Tools

kukapay/bitcoin-utxo-mcp F MCP Server Stale

kukapay/bitcoin-utxo-mcp

An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.

★ 2 Python Updated 11mo ago Score 33 Finance & Fintech

dragogargo/mcp-sysmon F MCP Server Stale

dragogargo/mcp-sysmon

Local system monitoring — CPU, memory, swap, disk, network, and process management. Find resource-hungry processes, diagnose performance issues, and kill processes via AI.

★ 2 Python Updated 3mo ago Score 33 Monitoring

agenticdecks/deckrun-mcp F MCP Server Stale

agenticdecks/deckrun-mcp

Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free tier requires no API key or local install — add a URL to your IDE config and start generating. Paid tier adds video, audio, async jobs, and account tools.

★ 2 Python Updated 3mo ago Score 33 Multimedia Process

ekas-io/open-sales-stack F MCP Server Stale

ekas-io/open-sales-stack

Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting by [Ekas](https://ekas.io/)

★ 2 Python Updated 4mo ago Score 33 Search & Data Extraction

jstibal/openterms-mcp F MCP Server Stale

jstibal/openterms-mcp

Ed25519-signed consent receipts and programmable policy engine for AI agents. Spending caps, action whitelists, escalation thresholds, and JWKS-backed provider verification. Independently verifiable.

★ 2 Python Updated 3mo ago Score 33 Security

sim-xia/skill-cortex-server F MCP Server Stale

Sim-xia/skill-cortex-server

An MCP server that enable all IDEs/CLIs to access Claude Code Skills capabilities.

★ 24 Python Updated 6mo ago Score 32 Coding Agents

Pratyay/mac-monitor-mcp F MCP Server Stale

Pratyay/mac-monitor-mcp

Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

★ 23 Python Updated 4mo ago Score 32 Developer Tools

HughesCuit/heventure-search-mcp F MCP Server Stale

HughesCuit/heventure-search-mcp

Free MCP web search server with 5 engines (DuckDuckGo, Bing, Google SerpAPI, Tavily). No API key required. Auto rate limiting, 300s cache, multi-language support. Install: `uvx heventure-search-mcp`.

★ 7 Python Updated 3mo ago Score 32 Search & Data Extraction