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

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

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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

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

cipherfoxie/sovereign-mcp C MCP Server Active

cipherfoxie/sovereign-mcp

MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 44+ articles covering SGLang, Mistral, Voxtral, OpenClaw. Three tools: full-text search, article retrieval, and SGLang config validator for GB10 hardware. Free, no auth, no client-side tracking. `https://mcp.sovgrid.org/self-hosted-ai?ref=awesome-mcp`

★ 3 Python Updated 24d ago Score 56 Knowledge & Memory

evc-team-relay-mcp C MCP Server Active

entire-vc/evc-team-relay-mcp

Give AI agents read/write access to your Obsidian vault via MCP

★ 3 Python Updated 5d ago Score 56 Knowledge & Memory

geondongkim/geond-agent-protocol C MCP Server Active

geondongkim/geond-agent-protocol

Local-first shared memory and coordination layer for AI coding agents: repository evidence, reservations, handoffs, code graph context, and dashboard review backed by PostgreSQL/pgvector.

★ 3 Python Updated 11d ago Score 56 Knowledge & Memory

TechDocsStudio/biel-mcp C MCP Server Active

TechDocsStudio/biel-mcp

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.

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

zzhang82/Agent-Memory-Bridge C MCP Server Active

zzhang82/Agent-Memory-Bridge

MCP-native, local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas, and domain knowledge.

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

SVerITG/Metis C MCP Server Active

SVerITG/Metis

A private, local research "second brain" for Claude: project-aware memory, cited answers from your own library (won't invent what it can't find), linked notes/meetings/ideas via a domain-specific knowledge layer, daily briefs (news + new papers in your field), a live meeting assistant, cross-pollination across your work, and 34 routed agents. A governed layer between you and the AI, with guardrail

★ 3 Python Updated yesterday Score 56 Knowledge & Memory

yamantaka520/Agent-Memory-OS C MCP Server Active

yamantaka520/Agent-Memory-OS

Local-first memory engine for AI-agent teams: private/team/project ACL (a hard gate before ranking), associative recall, and federated sync where revocation propagates across nodes. SQLite + FTS5, no LLM required; MCP server + web console included. `pip install 'agent-memory-os[mcp]'`

★ 3 Python Updated 7d ago Score 56 Knowledge & Memory

OrbiAds/Orbiads-GAM-MCP C MCP Server Active

OrbiAds/Orbiads-GAM-MCP

Hosted Google Ad Manager MCP server for Claude, ChatGPT, Gemini, and Codex. 200+ tools across campaign management, line items, creatives (image/video/HTML5/native), interactive reporting, inventory exploration, and ad-ops compliance audits. OAuth on-behalf-of-user, GAM API v202602. Free trial at [orbiads.com](https://orbiads.com) — 5 credits, no credit card.

★ 3 Python Updated 4d ago Score 56 Marketing

zhaoyue722/llm-usage-mcp C MCP Server Active

zhaoyue722/llm-usage-mcp

Local-first LLM API cost tracker. Captures usage across Anthropic, OpenAI, Qwen, and DeepSeek into a local SQLite ledger and exposes spend queries, provider comparison, and recommendations as MCP tools — with first-class Chinese-provider support (CNY→USD). Install: `uvx llm-usage-mcp`.

★ 3 Python Updated 3d ago Score 56 Monitoring

AIMLPM/markcrawl C MCP Server Active

AIMLPM/markcrawl

Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.

★ 3 Python Updated 24d ago Score 56 Search & Data Extraction