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

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

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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

dhamma-seeker/tripitaka-mcp C MCP Server Active

dhamma-seeker/tripitaka-mcp

Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity with SuttaCentral (~444K segments across Sutta, Vinaya, Abhidhamma). Hybrid trigram+vector search, full-sutta fetch with cross-reference URLs (SuttaCentral + 84000.org), segment-aligned translation comparison, and Pāli word lookup against the P. A. Payutto dictionary. Free, non-commercial — offered as Dhamma Dāna. Hosted

★ 6 Python Updated today Score 58 Research

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

L337-org/docker-mcp C MCP Server Active

L337-org/docker-mcp

Manages one or more Docker daemons (local socket or remote over TCP/TLS/SSH) with 156 tools spanning containers, images, Compose, Swarm, Buildx, Scout, and OCI registries. Mark hosts as read-only for safe monitoring; logs and stats exposed as MCP resources.

★ 5 Python Updated today Score 58 Cloud Platforms

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

babyblueviper1/invinoveritas C MCP Server Active

babyblueviper1/invinoveritas

Lightning-native AI reasoning, decisions, persistent memory, and agent marketplace for autonomous agents. Pay-per-use via Bitcoin Lightning. Register free — 250 starter sats. Agents earn sats selling services (seller keeps 95%), DM each other, and run autonomously. `npm install invinoveritas-mcp`

★ 5 Python Updated today Score 58 Finance & Fintech

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

xmpuspus/ph-civic-data-mcp C MCP Server Active

xmpuspus/ph-civic-data-mcp

Philippine government data as agent-callable tools: PHIVOLCS earthquakes + volcano alerts, PAGASA weather + typhoons, PhilGEPS procurement, PSA 2020 Census population + poverty, AQICN air quality. Install: `uvx ph-civic-data-mcp`.

★ 5 Python Updated 7d ago Score 58 Research

scraperapi/scraperapi-mcp C MCP Server Active

scraperapi/scraperapi-mcp

MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support.

★ 5 Python Updated 27d ago Score 58 Search & Data Extraction

benmonopoli/open-greenhouse-mcp C MCP Server Active

benmonopoli/open-greenhouse-mcp

Production-ready MCP server for [Greenhouse](https://www.greenhouse.com) ATS with 175 tools for recruiting teams. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations.

★ 5 Python Updated 24d ago Score 58 Workplace & Productivity

yoelbassin/gnuradioMCP C MCP Server Active

yoelbassin/gnuradioMCP

An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.

★ 48 Python Updated today Score 57 Embedded System

NyxToolsDev/dicom-hl7-mcp-server C MCP Server Active

NyxToolsDev/dicom-hl7-mcp-server

The only MCP server bridging DICOM, HL7v2, and FHIR in one package. Cross-standard mapping, Mirth Connect channel generation, vendor private tag decoding (GE, Siemens, Philips), and integration pattern knowledge. Built by a 19-year healthcare IT veteran. `pip install dicom-hl7-mcp`

★ 4 Python Updated 15d ago Score 57 Biology, Medicine and Bioinformatics

smaniches/alphafold-sovereign-mcp C MCP Server Active

smaniches/alphafold-sovereign-mcp

AlphaFold MCP server integrating AlphaFold DB with eight additional public biomedical data sources, backed by a local SQLite knowledge graph for structural-confidence, variant, disease/phenotype, drug-target, and orthology workflows. `uvx alphafold-sovereign-mcp`

★ 4 Python Updated 3d ago Score 57 Biology, Medicine and Bioinformatics

zw008/VMware-VKS C MCP Server Active

zw008/VMware-VKS

VMware Tanzu / vSphere Kubernetes Service — Supervisor cluster, Namespace, and TKC (Tanzu Kubernetes Cluster) lifecycle management. 20 tools with dry-run mode, kubeconfig export, and double-confirmation for namespace/TKC deletion.

★ 4 Python Updated 7d ago Score 57 Cloud Platforms

musharna/jobd C MCP Server Active

musharna/jobd

Self-hostable GPU-aware job broker for your own machines. The MCP server exposes the queue as nine tools (submit, status, logs, list, cancel, preempt, workers, job-get, worker-delete) so an agent can dispatch long-running or GPU jobs that outlive the session, route them by VRAM tier, and babysit them across sessions. `pip install "jobd[mcp]"`.

★ 4 Python Updated 4d ago Score 57 Code Execution

pzalutski-pixel/godotlens-mcp C MCP Server Active

pzalutski-pixel/godotlens-mcp

15 semantic GDScript analysis tools via Godot's built-in LSP. Navigation, references, diagnostics, rename, and file sync for AI agents.

★ 4 Python Updated 17d ago Score 57 Developer Tools

gvasile29/qai-consultant C MCP Server Active

gvasile29/qai-consultant

Keyless local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client: standards-grounded retrieval, deterministic QA effort estimation, and automated QA document quality review (0-100 rubric) plus JUnit/CSV test-results flakiness analysis. `uvx qai-consultant-mcp`

★ 4 Python Updated 4d ago Score 57 Developer Tools

admin978/canvas-mcp C MCP Server Active

admin978/canvas-mcp

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker, token stays in `~/.canvas.env`. Exposes courses, assignments, modules, announcements, grades, planner items, upcoming events, todo, and bulk file dump as MCP tools.

★ 4 Python Updated 21d ago Score 57 Education

bzsanti/oxidize-python C MCP Server Active

bzsanti/oxidize-python

Rust-powered PDF toolkit: create, read, and analyze PDFs; extract text and entities for RAG; convert to Markdown; split, merge, rotate, and reorder pages; add content, annotations, and form fields; and encrypt documents. Ships in the `oxidize-pdf` PyPI package — run locally with `uvx oxidize-mcp`.

★ 4 Python Updated today Score 57 File Systems

gabrielmahia/mpesa-mcp C MCP Server Active

gabrielmahia/mpesa-mcp

First MCP server for M-PESA (Safaricom Daraja API) — STK push, B2C payments, balance queries, transaction status, SIM swap detection, Bill Manager, and 16 more tools for Kenya's 35M+ mobile money users. `pip install mpesa-mcp`.

★ 4 Python Updated 12d ago Score 57 Finance & Fintech

KyuRish/trading212-mcp-server C MCP Server Active

KyuRish/trading212-mcp-server

Trading 212 API integration with 28 tools for portfolio management, trading (market/limit/stop orders), pies, dividends, market data, and analytics. Built-in rate limiting.

★ 4 Python Updated today Score 57 Finance & Fintech

gingugu/gingugu C MCP Server Active

gingugu/gingugu

Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tools: store, recall, search, relate, consolidate, export, and credential vault (OS keychain). Typed memories with confidence lifecycle (verified/inferred/stale/deprecated), namespaces, knowledge graph, and hybrid BM25 + semantic search via fastembed ONNX. Works with Cursor, Windsurf, Claude, and any MCP client. `pip instal

★ 4 Python Updated today Score 57 Knowledge & Memory

LuizEduPP/rememb C MCP Server Active

LuizEduPP/Rememb

Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and per-project scope. Local JSON, zero config, no server required.

★ 4 Python Updated 11d ago Score 57 Knowledge & Memory

Semiotronika/LINZA-MCP C MCP Server Active

Semiotronika/LINZA-MCP

Local-first review-gated sidecar for Markdown workspaces. Indexes notes and incoming artifacts into SQLite, proposes domains, links, memory, and growth cards with evidence, and keeps source files unchanged until explicit review. `pip install linza-mcp`

★ 4 Python Updated yesterday Score 57 Knowledge & Memory

bmdhodl/agent47 C MCP Server Active

bmdhodl/agent47

Runtime guardrails and incident read access for coding agents. Query AgentGuard traces, alerts, usage, costs, and budget health.

★ 4 Python Updated yesterday Score 57 Monitoring

zlatkoc/youtube-summarize C MCP Server Active

zlatkoc/youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

★ 4 Python Updated 14d ago Score 57 Search & Data Extraction

michaelrice/zendesk-mcp C MCP Server Active

michaelrice/zendesk-mcp

MCP server for Zendesk. Read/write tools for tickets, comments, views, macros, users, groups, organizations, and time tracking; optional Help Center knowledge base and Git-Zen GitLab integration.

★ 4 Python Updated 2d ago Score 57 Support & Service Management

twtrubiks/odoo19-mcp-server C MCP Server Active

twtrubiks/odoo19-mcp-server

MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRUD operations, model inspection, and user/company context with readonly mode and delete confirmation safety.

★ 4 Python Updated 13d ago Score 57 Workplace & Productivity

alpadalar/netops-mcp C MCP Server Active

alpadalar/netops-mcp

Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights.

★ 13 Python Updated 2d ago Score 56 Coding Agents

mumez/pharo-smalltalk-interop-mcp-server C MCP Server Active

mumez/pharo-smalltalk-interop-mcp-server

Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.

★ 12 Python Updated 2d ago Score 56 Developer Tools

spre-sre/lumino-mcp-server C MCP Server Active

spre-sre/lumino-mcp-server

AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.

★ 11 Python Updated 13d ago Score 56 Cloud Platforms

mroops0111/openapi-mcp-gateway C MCP Server Active

mroops0111/openapi-mcp-gateway

Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one process. Auto-promotes eligible GETs to MCP resources, exposes huge specs via three `list/get/call` meta-tools instead of N tool schemas, and ships per-user OAuth2 token relay with audience-bound tokens.

★ 3 Python Updated 3d ago Score 56 Aggregators

AceDataCloud/MCPFlux C MCP Server Active

AceDataCloud/FluxMCP

Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API.

★ 3 Python Updated 2d ago Score 56 Art & Culture

AceDataCloud/MCPSeedream C MCP Server Active

AceDataCloud/SeedreamMCP

ByteDance Seedream image generation and editing via Ace Data Cloud API.

★ 3 Python Updated 3d ago Score 56 Art & Culture

musharna/plant-genomics-mcp C MCP Server Active

musharna/plant-genomics-mcp

32 tools for plant-genomics locus lookup across 11 public backends (Ensembl Plants, Phytozome, UniProtKB, KEGG, STRING-DB, Gramene, Europe PMC, QuickGO, NCBI BLAST, ATTED-II, BAR). Single-locus, parallel-batch, and cross-source synthesis variants; JSON output schemas and EDAM ontology tags on every tool. `pipx install plant-genomics-mcp`.

★ 3 Python Updated 4d ago Score 56 Biology, Medicine and Bioinformatics

smaniches/uniprot-mcp C MCP Server Active

smaniches/uniprot-mcp

Auditable UniProt MCP server: 41 tools over the UniProt knowledgebase (entries, features, variants, PTMs, GO terms, cross-references) with per-query SHA-256 provenance and offline replay. `uvx uniprot-mcp-server`

★ 3 Python Updated 3d ago Score 56 Biology, Medicine and Bioinformatics

Jott2121/agent-gate C MCP Server Active

Jott2121/agent-gate

Lets an AI agent gate its own work before claiming "done": a fail-closed ship checklist (`verify_gate` counts a check satisfied only if explicitly proven), required independent refute-first review, and an append-only sha256-chained receipts ledger that makes any edit to past receipts detectable. `pip install mcp-agent-gate`.

★ 3 Python Updated yesterday Score 56 Developer Tools

GeiserX/atlassian-browser-mcp C MCP Server Active

GeiserX/atlassian-browser-mcp

Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available.

★ 3 Python Updated 11d ago Score 56 Developer Tools

ahmedxuhri/bigindexer C MCP Server Active

ahmedxuhri/bigindexer

Hierarchical code intelligence for AI coding agents. Scans local source code, clusters files by behavioral roles, maps coupling seams, and provides in-repo twins/context for complex implementation tasks.

★ 3 Python Updated 8d ago Score 56 Developer Tools

whdrnr2583-cmd/koreanpulse C MCP Server Active

whdrnr2583-cmd/koreanpulse

English-first Korean equity intelligence — real-time DART filings, foreign-holder 5%-rule flows (BlackRock / Vanguard / Norges / GIC + 16 more), Korean activist filings (KCGI / Align / ValueAct / Elliott), and KRX industry news, translated to English. Free public daily snapshot at koreanpulse.dev/today; OSS self-host (AGPL-3.0).

★ 3 Python Updated 25d ago Score 56 Finance & Fintech

Bortlesboat/bitcoin-mcp C MCP Server Active

Bortlesboat/bitcoin-mcp

Self-hosted Bitcoin Core MCP server — 43 tools, 6 prompts, and 7 resources. Fee intelligence with USD conversion and send-now-or-wait advice, mempool analysis, mining pool rankings, market sentiment, block/transaction inspection, and BTC price. Your local node or hosted via Satoshi API (zero install).

★ 3 Python Updated 7d ago Score 56 Finance & Fintech

carrasquelalex1/hipocampo C MCP Server Active

carrasquelalex1/hipocampo

Dual-memory MCP system (PostgreSQL 17 + pgvector + NVIDIA NIM). 11 tools: search, save, profile, health, auto-repair, stats, tune, dedup, checkpoint, maintenance. Sparse Selective Caching (SSC) with 4-phase progressive retrieval. Bilingual EN/ES. `python scripts/hipocampo_mcp_server.py`

★ 3 Python Updated 2d ago Score 56 Knowledge & Memory