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

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1,068 results (<1ms) · data updated 2026-08-14

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PsYcGoD/sage C MCP Server Active

PsYcGoD/sage

Local-first CLI and MCP wrapper for AI coding agents. Routes shell commands through `sage run --`, stores command history locally, and returns compressed terminal output to reduce context noise.

★ 10 Python Updated 9d ago Score 60 Command Line

datacharter/datacharter C MCP Server Active

datacharter/datacharter

Local, contract-governed federation across files and databases (Postgres, Snowflake, BigQuery, DuckDB, Excel, and more) with read-only guards, PII masking, and per-column agent access.

★ 10 Python Updated today Score 60 Databases

NickoScope/nickol-knx-mcp C MCP Server Active

NickoScope/nickol-knx-mcp

Design-time KNX/ETS6 assistant: parses .knxproj (read-only, no bus access), validates DPT/naming/command-status pairing, and generates Home Assistant YAML + ETS XML/CSV exports.

★ 10 Python Updated 20d ago Score 60 Home Automation

n24q02m/mnemo-mcp C MCP Server Active

n24q02m/mnemo-mcp

Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, rclone sync across machines. Zero config, no cloud, no limits.

★ 10 Python Updated today Score 60 Knowledge & Memory

smilemin07/korean-rnd-regs-mcp C MCP Server Active

smilemin07/korean-rnd-regs-mcp

Natural-language search and review of South Korea's national R&D (research & development) regulations (acts, decrees, and administrative rules), returning the current in-force provisions with citations, fetched live from the official national law database.

★ 10 Python Updated 2d ago Score 60 Legal

segentic-lab/periscope-mcp C MCP Server Active

segentic-lab/periscope-mcp

Website & web-app testing built for AI agents rather than raw browser bindings: 66 Playwright tools with hard assertions, auto form-fill, persistent authenticated sessions (incl. interactive login for 2FA/SSO), network mocking, real INP, and accessibility/SEO/GEO (llms.txt, AI-crawler access, WebMCP) + Lighthouse audits.

★ 9 Python Updated 26d ago Score 60 Browser Automation

Arun-kc/schemabrain C MCP Server Active

Arun-kc/schemabrain

Read-only trust layer for Postgres: the agent never writes SQL — twelve tools compile it from definitions you control, PII and secret categories are refused before the query runs, and every call lands in a tamper-evident SHA-256 audit chain.

★ 9 Python Updated 11d ago Score 60 Databases

Archerkattri/mathlas C MCP Server Active

Archerkattri/mathlas

Airtight math for agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.

★ 9 Python Updated 20d ago Score 60 Data Science Tools

mlorentedev/hive C MCP Server Active

mlorentedev/hive

On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools, works with any MCP client.

★ 9 Python Updated 3d ago Score 60 Knowledge & Memory

rbmuller/scherlok C MCP Server Active

rbmuller/scherlok

Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL, and DuckDB. Profile a warehouse, detect anomalies (volume, schema drift, freshness, NULLs, distribution, cardinality), with optional dbt manifest lineage. Read-only — connection resolved server-side, never passed via the model.

★ 9 Python Updated today Score 60 Monitoring

cameronrye/gopher-mcp C MCP Server Active

cameronrye/gopher-mcp

Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.

★ 9 Python Updated 4d ago Score 60 Search & Data Extraction

dugubuyan/agent-nexus C MCP Server Active

dugubuyan/agent-nexus

Service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents. Versioned Markdown store, pub-sub notifications, diff-aware updates, and lifecycle stage tracking. Each service registers as a sub-project; agents subscribe to cross-service document changes and receive structured diffs via MCP.

★ 8 Python Updated 14d ago Score 60 Coding Agents

QuantToGo/quanttogo-mcp C MCP Server Active

QuantToGo/quanttogo-mcp

Macro-factor quantitative trading signals for AI agents. 8 tools for strategy discovery, live signal retrieval, and self-service trial registration. Covers US and A-Share markets with forward-tracked performance.

★ 8 Python Updated 3d ago Score 60 Finance & Fintech

NicolasPrimeau/artel C MCP Server Active

NicolasPrimeau/artel

Self-hosted coordination layer for AI agent fleets. Shared semantic memory, tasks, agent-to-agent messages, session handoffs, and a background archivist that synthesizes cross-agent knowledge. Any HTTP client participates — Claude Code, AutoGen, raw scripts.

★ 8 Python Updated today Score 60 Knowledge & Memory

leonardsellem/hypermnesic C MCP Server Active

leonardsellem/hypermnesic

Git-first memory for AI agents: Markdown files are truth, the index is disposable, and writes are reviewable commits. Ships 7 MCP tools (hybrid search, read_note, build_context, resolve, think, list_folders, and a scope-gated commit_note write) over a Streamable HTTP endpoint, plus a CLI and a read-only Obsidian companion.

★ 8 Python Updated 6d ago Score 60 Knowledge & Memory

datanika-io/datanika-core C MCP Server Official Active

datanika-io/datanika-core/datanika-mcp

Read-only-by-default MCP server for [Datanika](https://datanika.io), the open-source ELT + dbt platform: browse connections, preview data, run and compile dbt transforms, monitor runs, and manage pipelines. 25 tools; opt-in `--allow-write` enables create/trigger.

★ 0 Python Updated 21d ago Score 60 Data Platforms

Luminc/peil-mcp C MCP Server Official Active

Luminc/peil-mcp

Peil — financial orientation for Dutch freelancers (ZZP'ers): log hours, draft invoices from unbilled time, and ask where you stand — outstanding, overdue, and your net effective hourly rate. Scoped API keys with draft-by-default: putting email in front of a client needs a separate `invoices:send` permission the key can be issued without. `uvx peil-mcp`

★ 0 Python Updated 20d ago Score 60 Finance & Fintech

hyperb1iss/droidmind C MCP Server Stale

hyperb1iss/droidmind

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

★ 427 Python Updated 7mo ago Score 59 Developer Tools

twelvedata/mcp C MCP Server Active

twelvedata/mcp

Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.

★ 74 Python Updated 21d ago Score 59 Finance & Fintech

Hybirdss/smartest-tv C MCP Server Maintained

Hybirdss/smartest-tv

Control any smart TV with natural language. Play Netflix, YouTube, Spotify by name with deep linking, cast URLs, scene presets, multi-room audio, and multi-TV sync. Supports LG, Samsung, Android TV, Roku. 21 MCP tools, no cloud required.

★ 40 Python Updated 2mo ago Score 59 Home Automation

Cifero74/mcp-apple-music C MCP Server Maintained

Cifero74/mcp-apple-music

Full Apple Music integration: search catalog, browse personal library, manage playlists, and get personalised recommendations.- [codex-curator/studiomcphub](https://github.com/codex-curator/studiomcphub) [![studio-mcp-hub MCP server](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub/badges/score.svg)](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub) 🐍 ☁️ - 32 creative AI tools

★ 38 Python Updated 2mo ago Score 59 Art & Culture

kao273183/mk-qa-master C MCP Server Maintained

kao273183/mk-qa-master

AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Maestro from one surface; analyzes URLs (Web DOM) or live mobile screens (`maestro hierarchy`) to extract testable modules, generates runnable pytest or Maestro YAML with real selectors (not `# TODO` stubs), runs with auto-retry, then writes a prioritized `optimization-plan.md` ranked by evidence (flaky vs broken vs cover

★ 38 Python Updated 2mo ago Score 59 Developer Tools

HatmanStack/ragstack-mcp C MCP Server Active

HatmanStack/RAGStack-Lambda/src/ragstack-mcp

MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).

★ 25 Python Updated yesterday Score 59 Knowledge & Memory

joelio/stocky C MCP Server Active

joelio/stocky

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

★ 24 Python Updated yesterday Score 59 Search & Data Extraction

toadlyBroodle/satring C MCP Server Active

toadlyBroodle/satring/mcp

Discover and compare L402 + x402 paid API services from satring.com, the best curated Lightning and USDC API directory.

★ 7 Python Updated 22d ago Score 59 Aggregators

AceDataCloud/MCPNanoBanana C MCP Server Active

AceDataCloud/MCPNanoBanana

NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes.

★ 7 Python Updated 3d ago Score 59 Art & Culture

ayhammouda/python-docs-mcp-server C MCP Server Active

ayhammouda/python-docs-mcp-server

Local, read-only retrieval over official Python standard library docs with exact symbol lookup, section-level results, and version-aware context.

★ 7 Python Updated 10d ago Score 59 Developer Tools

grooverLab/fable C MCP Server Active

grooverLab/fable

MCP server over your Claude Code transcript history — full-text + semantic search, byte-identical thread recall, durable /remember facts. Local SQLite, stdlib-only.

★ 7 Python Updated 3d ago Score 59 Knowledge & Memory

AIDC-AI/Pixelle-MCP C MCP Server Stale

AIDC-AI/Pixelle-MCP

An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.

★ 1.1k Python Updated 7mo ago Score 58 Multimedia Process

SDGLBL/mcp-claude-code C MCP Server Stale

SDGLBL/mcp-claude-code

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

★ 304 Python Updated 11mo ago Score 58 Developer Tools

ChristianHinge/dicom-mcp C MCP Server Maintained

ChristianHinge/dicom-mcp

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

★ 99 Python Updated 2mo ago Score 58 Databases

aywengo/kafka-schema-reg-mcp C MCP Server Maintained

aywengo/kafka-schema-reg-mcp

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.

★ 32 Python Updated 1mo ago Score 58 Data Platforms

pallaprolus/mendeley-mcp C MCP Server Maintained

pallaprolus/mendeley-mcp

MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection.

★ 32 Python Updated 1mo ago Score 58 Knowledge & Memory

TT-Wang/cortex-plugin C MCP Server Maintained

TT-Wang/cortex-plugin

Persistent, self-evolving memory plugin for Claude Code. Background miner extracts durable lessons (decisions, conventions, bug fixes) from completed sessions via Claude Haiku, stores them as human-readable markdown in an Obsidian vault, and assembles query-tailored context briefings at session start. Local-first, no cloud, no API keys. Self-healing install via uv bootstrap shim, `/cortex-doctor`

★ 31 Python Updated 1mo ago Score 58 Knowledge & Memory

ViperJuice/mcp-gateway C MCP Server Active

ViperJuice/mcp-gateway

A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools, auto-starts Playwright and Context7, and can dynamically provision 25+ MCP servers on-demand from a curated manifest.

★ 19 Python Updated yesterday Score 58 Aggregators

jyjune/mcp_vms C MCP Server Active

jyjune/mcp_vms

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

★ 17 Python Updated yesterday Score 58 Security

billy12151/memory-arbiter-mcp C MCP Server Active

billy12151/memory-arbiter-mcp

AI enhancement middleware: precise retrieval replaces full-memory loading (~80%+ token cut), rule-based conflict arbitration with explainable reasons, and one local SQLite shared across Claude Code/Codex/Cursor/ZCode. Local-first, zero cloud, MIT. `pip install memory-arbiter-mcp`

★ 6 Python Updated 4d ago Score 58 Knowledge & Memory

udjin-labs/mnemostack C MCP Server Active

udjin-labs/mnemostack

Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via reciprocal rank fusion. 6 MCP tools: health, search, answer, feedback, graph_query, graph_add_triple. Self-hosted with Qdrant backend. 82.5% strict accuracy on LoCoMo benchmark. `pip install 'mnemostack[mcp]'`

★ 6 Python Updated 6d ago Score 58 Knowledge & Memory

vassiliylakhonin/agenda-intelligence-md C MCP Server Active

vassiliylakhonin/agenda-intelligence-md

Auditable strategic-risk memos for AI agents — sanctions, regulatory, geopolitics, trade. Geography-routed regional specialists (Central Asia/Caspian, Gulf/Middle East), per-claim evidence discipline, schema-validated output, machine-verified audit. No live data retrieval. PyPI: `agenda-intelligence-md`.

★ 6 Python Updated today Score 58 Research

VirajMishra1/wander-agent C MCP Server Active

VirajMishra1/wander-agent

Personal travel agent with 66 tools — flights, hotels, visa checks, itinerary planning, travel advisories, currency conversion, passport power index, and credit card points/miles optimization. Offline-capable profile stores home airports, passports, and card portfolio. Install: `pip install wander-agent`.

★ 6 Python Updated 21d ago Score 58 Travel & Transportation

BigCactusLabs/dead-letter C MCP Server Active

BigCactusLabs/dead-letter

Convert `.eml` email exports to clean Markdown with YAML front matter — thread splitting, signature stripping, attachment extraction, and calendar parsing. Tuned for feeding archived email into RAG/LLM pipelines.

★ 5 Python Updated 10d ago Score 58 Communication

KyaniteLabs/checkyourself C MCP Server Active

KyaniteLabs/checkyourself

Local-first production-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score, and guided fixes before launch.

★ 5 Python Updated 6d ago Score 58 Developer Tools

clouatre-labs/math-mcp-learning-server C MCP Server Active

clouatre-labs/math-mcp-learning-server

Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.

★ 5 Python Updated yesterday Score 58 Data Science Tools

lodordev/mcp-tautulli C MCP Server Active

lodordev/mcp-tautulli

Tautulli (Plex media server monitoring) with 11 read-only tools for activity, history, library stats, user stats, transcode analysis, and resolution breakdowns.

★ 5 Python Updated 21d ago Score 58 Monitoring