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

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

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Retio-ai/pagemap C MCP Server Maintained

Retio-ai/Retio-pagemap

Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens.

★ 35 Python Updated 2mo ago Score 54 Browser Automation

antonio-mello-ai/mcp-proxmox C MCP Server Maintained

antonio-mello-ai/mcp-proxmox

Manage Proxmox VE clusters through AI assistants — VMs, containers, snapshots, templates, cloud-init, firewall, and migrations. 29 tools with two-step confirmation for destructive operations.

★ 13 Python Updated 2mo ago Score 54 Cloud Platforms

khan2a/telephony-mcp-server C MCP Server Maintained

khan2a/telephony-mcp-server

MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.

★ 13 Python Updated 2mo ago Score 54 Communication

marzukia/charted C MCP Server Maintained

marzukia/charted

Zero-dependency chart server that renders bar, line, pie, scatter, and more from JSON or CSV to SVG, HTML, PNG, or data URL. Built-in themes; PNG output renders inline in chat. Install via `uvx --from charted[mcp] charted-mcp`.

★ 11 Python Updated 1mo ago Score 54 Data Visualization

ark-forge/mcp-eu-ai-act C MCP Server Maintained

ark-forge/mcp-eu-ai-act

EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance.

★ 11 Python Updated 2mo ago Score 54 Legal

loglux/authmcp-gateway C MCP Server Maintained

loglux/authmcp-gateway

Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-server aggregation, and monitoring dashboard.

★ 11 Python Updated 1mo ago Score 54 Security

echology-io/decompose C MCP Server Maintained

echology-io/decompose

Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.

★ 10 Python Updated 2mo ago Score 53 Search & Data Extraction

rafapra3008/cervellaswarm C MCP Server Maintained

rafapra3008/cervellaswarm/packages/mcp-server

Verify AI agent communication protocols using session types. Formal specification with Lean 4 proofs, linter, formatter, and LSP. Catches deadlocks and role violations before deployment.

★ 10 Python Updated 2mo ago Score 53 Security

kimwwk/repocrunch C MCP Server Maintained

kimwwk/repocrunch

MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON output.

★ 9 Python Updated 2mo ago Score 53 Developer Tools

tinqiao-oss/clawtouch-mcp C MCP Server Maintained

tinqiao-oss/clawtouch-mcp

Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-source firmware. Exposes move, click, drag, type, key combos, and scroll as MCP tools for any MCP client. Genuine physical HID input on the standard driver path, with a `--mock` mode for hardware-free trials. `pip install clawtouch-mcp`

★ 9 Python Updated 2mo ago Score 53 OS Automation

faizbawa/mcp-remote-ssh C MCP Server Maintained

faizbawa/mcp-remote-ssh

Full SSH access for AI agents with secret-safe environment injection and automatic output redaction. Persistent sessions, structured execution, SFTP, port forwarding — secrets are fed via stdin (invisible to `ps`) and scrubbed from all tool responses before reaching the LLM. `uvx mcp-remote-ssh`

★ 8 Python Updated 1mo ago Score 53 Command Line

lorenzo-cambiaghi/LynxMCP C MCP Server Maintained

lorenzo-cambiaghi/LynxMCP

100% local semantic code search for AI agents: AST-aware chunking (tree-sitter), hybrid BM25+dense retrieval, and a code knowledge graph (callers, inheritance, imports) over codebases, docs sites, and PDFs. Install via `pipx install lynx-mcp`.

★ 8 Python Updated 1mo ago Score 53 Developer Tools

Lulu-The-Narwhal/dali-mcp C MCP Server Maintained

Lulu-The-Narwhal/dali-mcp

Scores AI image/video generation prompts (0-100) against 18 models (Veo 3, Sora, Kling, Runway, Seedance, Midjourney, Flux, and more) before you spend a generation credit, then rewrites weak ones. Free, hosted remote MCP + npm/PyPI packages.

★ 8 Python Updated 1mo ago Score 53 Multimedia Process

Beltran12138/wecom-docs-mcp-server C MCP Server Maintained

Beltran12138/wecom-docs-mcp-server

WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit Docs and Smartsheets (9 tools). Fills the doc-CRUD gap — existing WeCom MCP servers only support webhook messaging.

★ 7 Python Updated 1mo ago Score 52 Communication

Zhonghao1995/Agentic-MIKE-Plus C MCP Server Maintained

Zhonghao1995/Agentic-MIKE-Plus

MCP server (10 tools) for a headless, natural-language DHI MIKE+ urban-water modelling workflow: model inspection, parameter read/edit, headless simulation runs with parsed QA status, `.res1d` results reading, and plotting (hydrographs, time series, network maps). Read/plot is license-free; run/edit need Windows + a MIKE+ 2026 license. Works with Claude Code, Codex, OpenClaw, and Hermes.

★ 7 Python Updated 1mo ago Score 52 Environment & Nature

michaelellis003/paperboy C MCP Server Maintained

michaelellis003/paperboy

Send research papers from Claude to a Kindle or Kobo, with Zotero as the source of truth. Searches arXiv and OpenAlex, recommends related work via the Semantic Scholar citation graph, queues papers in a Zotero collection, and delivers the PDFs by email or Dropbox. Receipts report file sizes and name anything that could not be sent.

★ 7 Python Updated 1mo ago Score 52 Research

yessGlory17/job-verify C MCP Server Maintained

yessGlory17/job-verify

Check whether a recruiter or job offer is a scam before you reply. Extracts entities (company, links, email, phone, wallets) from a pasted message and cross-checks company registration, domain age, look-alike/typosquat domains, phishing & malware blocklists, email deliverability, crypto-scam databases, and Internet Archive history — free OSINT, no API keys.

★ 7 Python Updated 1mo ago Score 52 Security

agentward-ai/agentward C MCP Server Maintained

agentward-ai/agentward

Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes.

★ 19 Python Updated 1mo ago Score 51 Security

andyWang1688/sql-query-mcp C MCP Server Maintained

andyWang1688/sql-query-mcp

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampling, read-only queries, and query-plan inspection.

★ 6 Python Updated 1mo ago Score 51 Databases

27dream/mcp-eastmoney C MCP Server Maintained

27dream/mcp-eastmoney

China A-share stock market MCP server — real-time quotes, main capital flow ranking, sector fund flow, and historical K-lines via Eastmoney's free APIs. Zero config, no API keys required. 5 tools: `get_stock_quote`, `search_stock`, `main_fund_rank`, `sector_fund_flow`, `get_kline`. Install: `uvx mcp-eastmoney` or `pip install mcp-eastmoney`.

★ 6 Python Updated 1mo ago Score 51 Finance & Fintech

HanSur94/matlab-mcp-server-python C MCP Server Maintained

HanSur94/matlab-mcp-server-python

Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interactive Plotly plots, expose custom .m functions as tools, and monitor via live dashboard.

★ 5 Python Updated 1mo ago Score 51 Code Execution

Yomiracle/trinity-lite C MCP Server Maintained

Yomiracle/trinity-lite

Local-first task bus for CLI-based AI agents. Route work, persist state in SQLite, and let Codex, Claude Code, and other agents collaborate through a shared MCP server.

★ 5 Python Updated 1mo ago Score 51 Coding Agents

VrtxOmega/omega-brain-mcp C MCP Server Maintained

VrtxOmega/omega-brain-mcp

Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic constraints over narrative LLM hallucination. 15 VERITAS Build Gates for uncompromising determinism, semantic vault integration, and Tri-Node Cortex validations.

★ 5 Python Updated 2mo ago Score 51 Developer Tools

zackpeters93/ugs-mcp C MCP Server Maintained

zackpeters93/ugs-mcp

CNC machine control via Universal G-code Sender (GRBL). Jog axes, home, run G-code files, inspect toolpaths, estimate cycle times. Motion commands require two-step token confirmation — Claude cannot move hardware autonomously.

★ 5 Python Updated 2mo ago Score 51 Embedded System

ober37/ac-infinity-mcp C MCP Server Maintained

ober37/ac-infinity-mcp

Monitor and automate AC Infinity grow controllers through natural conversation with Claude. 25 tools covering live sensor data, multi-day history, VPD/temperature/humidity automations, port control, advance scheduling, and grow stage templates.

★ 5 Python Updated 1mo ago Score 51 Home Automation

OctoTrip/rental-cars C MCP Server Maintained

OctoTrip/rental-cars

Free rental car search with real-time pricing from multiple providers worldwide. No API key required. Hosted at mcp.octotrip.app.

★ 5 Python Updated 1mo ago Score 51 Travel & Transportation

weaviate/mcp-server-weaviate C MCP Server Maintained

weaviate/mcp-server-weaviate

An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.

★ 162 Python Updated 2mo ago Score 50 Databases

James-Chahwan/repo-graph C MCP Server Maintained

James-Chahwan/repo-graph

Structural graph map of any codebase for AI coding assistants. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of grepping through everything.

★ 14 Python Updated 1mo ago Score 50 Developer Tools

andyliszewski/webcrawl-mcp C MCP Server Maintained

andyliszewski/webcrawl-mcp

Local-first web scraping, search, and crawling. Static pages extracted locally via trafilatura; optional Firecrawl fallback only when JS rendering is needed. Four tools: scrape, search (DuckDuckGo), map, crawl.

★ 14 Python Updated 2mo ago Score 50 Search & Data Extraction

aegis-dq/aegis-dq C MCP Server Maintained

aegis-dq/aegis-dq

Agentic data quality framework that runs structured rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Every LLM decision is audit-logged with cost and latency.

★ 4 Python Updated 2mo ago Score 50 Data Platforms

NavinAgrawal/mcp-broker C MCP Server Maintained

NavinAgrawal/mcp-broker

Local MCP process broker that exposes one compact client entry while routing to many configured upstream MCP servers with profile gates, lifecycle ownership, and mutating-tool allowlists.

★ 4 Python Updated 1mo ago Score 50 Developer Tools

yli769227-jpg/ashare-mcp C MCP Server Maintained

yli769227-jpg/ashare-mcp

MCP server for Chinese A-share financial statements: pull annual reports, run 4 industry-aware accounting cross-checks, peer-compare with auto avg-equity ROE.

★ 4 Python Updated 2mo ago Score 50 Finance & Fintech

davidgut1982/lore-mcp C MCP Server Maintained

davidgut1982/lore-mcp

Persistent knowledge layer for AI agents. KB, investigation threads, journal with multi-agent attribution. SQLite/PostgreSQL/Supabase.

★ 4 Python Updated 2mo ago Score 50 Knowledge & Memory

zzallirog/weighted-compact C MCP Server Maintained

zzallirog/weighted-compact

Inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a local-first, signal-scored parse of `~/.claude/projects/`. Per-pair scores are numpy columns on disk, not opaque vectors in a service. Zero outbound calls (CI-enforced).

★ 4 Python Updated 2mo ago Score 50 Knowledge & Memory

nach-dakwale/instadomain-mcp C MCP Server Maintained

nach-dakwale/instadomain-mcp

Domain registration for AI agents. Check availability, buy domains (Stripe or x402 crypto), and auto-configure Cloudflare DNS. Zero setup required.

★ 4 Python Updated 2mo ago Score 50 Other Tools and Integrations

arrismo/kaggle-mcp D MCP Server Maintained

arrismo/kaggle-mcp

Connects to Kaggle, ability to download and analyze datasets.

★ 39 Python Updated 2mo ago Score 49 Data Science Tools

trayders/trayd-mcp D MCP Server Maintained

trayders/trayd-mcp

Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code.

★ 39 Python Updated 1mo ago Score 49 Finance & Fintech

narumiruna/gitingest-mcp D MCP Server Maintained

narumiruna/gitingest-mcp

A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.

★ 11 Python Updated 1mo ago Score 49 Developer Tools

supertrained/rhumb D MCP Server Maintained

supertrained/rhumb

Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: discover services, check AN Scores, compare alternatives, resolve capabilities to ranked providers, execute through 3 credential modes (managed, BYOK, agent vault), track costs with receipts, and inspect failure modes. Zero-signup option via x402 micropayments.

★ 3 Python Updated 2mo ago Score 49 Aggregators

bch1212/agentfetch-mcp D MCP Server Maintained

bch1212/agentfetch-mcp

Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina Reader, FireCrawl, and pypdf based on URL pattern. `estimate_tokens` before `fetch_url`, 6h Redis cache, server-side `max_tokens` truncation. Open source MCP server (MIT) plus hosted REST API at [agentfetch.dev](https://www.agentfetch.dev) — 500 free fetches/mo, no card.

★ 3 Python Updated 2mo ago Score 49 Browser Automation

mouse114514/Xadeus-QQ-MCP D MCP Server Maintained

mouse114514/Xadeus-QQ-MCP

QQ MCP Server — connects to QQ via NapCatQQ (OneBot v11), giving AI agents direct control over QQ (send/receive messages, group management, auto-wake on incoming messages, and more).

★ 3 Python Updated 1mo ago Score 49 Communication

Janadasroor/pg-mnemosyne-mcp D MCP Server Maintained

Janadasroor/pg-mnemosyne-mcp

A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination hub for AI assistants.

★ 3 Python Updated 2mo ago Score 49 Databases

kestiny18/spring-nacos-mcp D MCP Server Maintained

kestiny18/spring-nacos-mcp

Project-aware, read-only Nacos config & service-discovery server for Spring Cloud repos. Zero setup: auto-discovers every environment (dev/test/prod/...) from the repo's application/bootstrap files, with cross-environment key-level config diff. Single file, zero dependencies.

★ 3 Python Updated 2mo ago Score 49 Developer Tools

Michael-WhiteCapData/ollama-handoff D MCP Server Maintained

Michael-WhiteCapData/ollama-handoff

Offload cheap work from your cloud LLM agent to a local Ollama model — summaries, drafts, extractions, and first-pass code reviews via purpose-built handoff tools with baked-in prompts, at zero cloud cost. [![Michael-WhiteCapData/ollama-handoff MCP server](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-handoff/badges/score.svg)](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-ha

★ 3 Python Updated 1mo ago Score 49 Developer Tools

kannajune/mcp-architect D MCP Server Maintained

kannajune/mcp-architect

Gives any AI assistant real architectural understanding of a codebase: tech-stack overview, internal dependency graph with cycle detection, risk hotspots, and module summaries. Local, zero-config, no API keys. `uvx mcp-architect`.

★ 3 Python Updated 1mo ago Score 49 Delivery

liftkkkk/owl-mcp D MCP Server Maintained

liftkkkk/owl-mcp

MCP server for OWL/TTL/RDF ontologies. Supports SPARQL queries, HermiT/Pellet reasoning, and CRUD operations on knowledge graphs. Works with Claude Desktop, Cursor, and Windsurf.

★ 3 Python Updated 1mo ago Score 49 Knowledge & Memory

ThinkneoAI/mcp-server D MCP Server Maintained

ThinkneoAI/mcp-server

ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control.

★ 3 Python Updated 1mo ago Score 49 Monitoring

tracegazer/invgate-service-desk-mcp D MCP Server Maintained

tracegazer/invgate-service-desk-mcp

MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, users, knowledge base, assets, custom fields, workflows, time tracking), read-only by default with opt-in writes.

★ 3 Python Updated 1mo ago Score 49 Support & Service Management