MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43501 |
Bridges STDIO MCP clients to Streamable HTTP MCP servers, allowing any STDIO-su…
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| 43502 |
Remote MCP server that exposes a generate_image tool allowing Claude to generat…
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| 43503 |
gemini-image-mcp
Claim
MCP server that generates images using Gemini models via an OpenAI-compatible g…
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| 43504 |
Jira QMetry MCP Server
Claim
MCP server to interact with the QMetry for Jira API, enabling management of tes…
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| 43505 |
ProxmoxMCP-Plus
Claim
Enables comprehensive management of Proxmox virtualization environments, includ…
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| 43506 |
dns-mcp
Claim
Resolves DNS records (A, AAAA, MX, etc.) for a given hostname using Node's buil…
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| 43507 |
mazingira-mcp
Claim
MCP server for Kenya environment — NEMA permits, climate data, conservation are…
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| 43508 |
mcptestingwm
Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
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| 43509 |
GSAP Master MCP Server
Claim
Transforms Claude into a GSAP animation expert with AI-powered natural language…
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| 43510 |
Chronulus MCP Server
Claim
Enables interaction with Chronulus AI forecasting and prediction agents through…
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| 43511 |
google-docs-mcp
Claim
Enables AI agents to edit Google Docs via text anchors rather than character in…
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| 43512 |
Spec Forge MCP
Claim
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
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| 43513 |
lighthouse-mcp-oauth
Claim
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
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| 43514 |
Expense Tracker MCP
Claim
Tracks and manages personal expenses with tools to add, view, filter by categor…
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| 43515 |
Obsidian MCP Bridge
Claim
Enables Obsidian vault to act as an MCP server for Claude and as an MCP client …
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| 43516 |
GetKin MCP Server
Claim
Provides six tools for LLM infrastructure: model recommendation, availability c…
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| 43517 |
CDS MCP Server
Claim
MCP server for assisting in SAP ABAP CDS Views development on Eclipse ADT. Prov…
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| 43518 |
AOCS-OmegaMCP
Claim
A quality-first multi-agent reasoning framework with fractal verification, adve…
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| 43519 |
sens
Claim
Provides MCP tools for Claude Code to query a project's codebase via a compact …
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| 43520 |
Fibaro MCP
Claim
Enables control of Fibaro Home Center devices, scenes, variables, and system ad…
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| 43521 |
mcp-ankiconnect
Claim
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
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| 43522 |
MikroTik WiFi Users
Claim
MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched…
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| 43523 |
sitecore-mcp-server
Claim
An MCP server that provides AI agents with direct read/write access to Sitecore…
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| 43524 |
congress-whales
Claim
Connects Claude to live U.S. Congress stock trades and institutional 13F holdin…
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| 43525 |
CoreViz MCP
Claim
Exposes a visual library with semantic search, tagging, editing, and management…
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| 43526 |
Global mailbox and address book for AI agents, enabling asynchronous messaging …
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| 43527 |
agent-debugger
Claim
Enables AI agents to investigate backend incidents by executing runbooks that g…
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| 43528 |
mcpforge
Claim
A Python library to build MCP servers with decorators, auto-generating JSON Sch…
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| 43529 |
Style-Coach-MCP
Claim
Provides data-driven cover letter coaching by analyzing tone, keywords, and str…
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| 43530 |
dynamodb-mcp-server
Claim
An MCP server that gives LLM agents full access to Amazon DynamoDB, supporting …
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| 43531 |
INSEE MCP Server
Claim
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
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| 43532 |
Soma
Claim
Drop-in RMCP runtime for provider-backed MCP tools, prompts, resources, and age…
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| 43533 |
kwork-mcp
Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
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| 43534 |
onenote-mcp
Claim
Enables AI assistants to read, write, and manage Microsoft OneNote notebooks, s…
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| 43535 |
Seedream MCP Server
Claim
Enables AI assistants to generate high-quality images using Volcano Engine's Se…
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| 43536 |
chordsynth
Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
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| 43537 |
Solarium
Claim
A knowledge base MCP server backed by Qdrant vector database with local embeddi…
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| 43538 |
Material 3 MCP Server
Claim
Provides AI agents with tools to access Material 3 design components, design to…
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| 43539 |
mcp-dev-utils
Claim
A lightweight MCP server providing everyday developer utilities such as JSON fo…
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| 43540 |
SuperCollider OSC MCP
Claim
Enables AI assistants to control SuperCollider audio synthesis via OSC, support…
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| 43541 |
Automates Spectrum/Charter ISP account management tasks such as viewing account…
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| 43542 |
pg-mcp
Claim
Enables read-only PostgreSQL database access with query, table listing, and sch…
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| 43543 |
MCP PDF and DOCX Server
Claim
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
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| 43544 |
claude-iac-mcp-server
Claim
Enables AI agents to query an approved Terraform module registry and generate c…
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| 43545 |
perf-mcp
Claim
Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
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| 43546 |
triage-agent-mcp
Claim
MCP server that guides an AI agent through stack trace triage, from raw error t…
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| 43547 |
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
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| 43548 |
TrainHeroic
Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
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| 43549 |
Salta
Claim
Mobile-first AI life planner — turn goals into daily, synced tasks from your AI…
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| 43550 |
SentinelAI MCP Server
Claim
Enables secure enterprise AI agents to access internal tools like GitHub, Gmail…
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