MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59901 |
Enables natural language interaction with F5 Distributed Cloud (F5XC) infrastru…
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| 59902 |
nextmove-mcp
Claim
Analyzes your repository and suggests the next tasks to work on, presented as n…
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| 59903 |
instxnt
Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
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| 59904 |
lumei-lamp MCP
Claim
Enables remote control of a virtual LUMEI lamp via Claude, allowing users to ad…
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| 59905 |
pysnowball MCP Server
Claim
MCP server that provides 56 API interfaces covering real-time quotes, financial…
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| 59906 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 59907 |
tmux-mcp
Claim
A persistent, stateful MCP server that exposes a detached tmux session to clien…
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| 59908 |
Enables semantic and keyword search over legal documents, conflict detection, a…
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| 59909 |
D&D Knowledge Navigator
Claim
Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
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| 59910 |
Claude Code Notebook MCP
Claim
A Model Context Protocol (MCP) server that provides comprehensive Jupyter noteb…
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| 59911 |
rag-paper
Claim
A local-first paper RAG server that enables searching and managing academic PDF…
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| 59912 |
Agent Aggregator
Claim
Aggregates tools from multiple MCP servers, acting as a proxy to provide unifie…
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| 59913 |
WashedMCP
Claim
Token-optimized semantic code search with automatic context expansion for AI co…
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| 59914 |
HF MCP Server
Claim
Provides direct access to the Hugging Face Hub for searching models and dataset…
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| 59915 |
levelfour-mcp
Claim
Cloud cost visibility and savings recommendations grounded in your actual AWS, …
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| 59916 |
HEOR MCP Server
Claim
Lets Claude run validated, auditable HEOR analyses (cohort construction, outcom…
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| 59917 |
Full-MCP-QA
Claim
Exposes the qa_agent_status tool that reports configured integrations and the l…
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| 59918 |
Asynthetic
Claim
An MCP server that gives AI coding agents verified migration maps: exactly what…
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| 59919 |
MCP Memory
Claim
Enables MCP clients to remember user preferences and behaviors across conversat…
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| 59920 |
sqlserver-semantic-mcp
Claim
Provides a semantic intelligence layer for SQL Server databases, enabling AI ag…
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| 59921 |
db3-atlassian-mcp
Claim
Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and …
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| 59922 |
NS Travel MCP Server
Claim
Provides real-time Dutch Railways (NS) data for journey planning, live departur…
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| 59923 |
invinoveritas
Claim
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
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| 59924 |
Yxcel
Claim
MCP server that turns Excel files into queryable databases, enabling AI agents …
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| 59925 |
fillout-mcp-server
Claim
Enables form management, response handling, and analytics via the Fillout.io AP…
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| 59926 |
MSSQL MCP Python Server
Claim
MCP server for safely exposing SQL Server database capabilities to LLM clients,…
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| 59927 |
BorrowIP MCP Server
Claim
Enables AI agents to route web scraping traffic through a phone's cellular conn…
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| 59928 |
youtube-playlists-mcp
Claim
A simple MCP server to manage YouTube playlists built in TypeScript.
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| 59929 |
Swagger MCP Server
Claim
Exposes Swagger/OpenAPI-defined APIs through the Model Context Protocol, making…
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| 59930 |
@beyondidentity/mcp
Claim
Enables AI agents to directly manage Beyond Identity resources such as identiti…
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| 59931 |
Orion Celestia Intel
Claim
Celestia network intelligence for AI agents: daily analysis, anomaly signals an…
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| 59932 |
IB Async MCP Server
Claim
Enables read-only access to Interactive Brokers data including contracts, marke…
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| 59933 |
Notion MCP Server
Claim
Enhanced Notion MCP server with custom composite tools for task management, inc…
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| 59934 |
svc-mcp-server
Claim
Enables AI assistants to interact with IBM SVC storage systems, checking system…
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| 59935 |
st-k8s MCP Server
Claim
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
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| 59936 |
A remote MCP server for Google Chat, deployed on Cloudflare Workers without aut…
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| 59937 |
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
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| 59938 |
AI-powered research report generator API for AI agents. Generate structured res…
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| 59939 |
Cakemail API MCP Server
Claim
Enables AI assistants to browse, inspect, and call the Cakemail API via dynamic…
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| 59940 |
billy-mcp
Claim
An MCP server for Danish accounting via Billy.dk API, enabling natural-language…
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| 59941 |
obsidian-local-mcp
Claim
Enables Claude to create, read, update, and search notes in a local Obsidian va…
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| 59942 |
Intervals.icu MCP
Claim
Enables interaction with the Intervals.icu API, providing tools to manage worko…
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| 59943 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 59944 |
Adspirer
Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
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| 59945 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 59946 |
mcp-csv-server
Claim
Enables an AI assistant to preview, query, aggregate, and convert CSV/TSV data …
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| 59947 |
Zooza MCP Server
Claim
MCP server for Zooza — class scheduling, attendance, and booking for activity b…
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| 59948 |
fallmortgagepractice-mcp
Claim
Provides MCP tools and resources for the foldkit SDK, enabling interaction with…
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| 59949 |
Enables users to query weather forecasts for Israeli cities through natural lan…
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| 59950 |
litescope
Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
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