MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 5 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33901 |
Provides access to the Shopify Storefront API via MCP, enabling AI assistants t…
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| 33902 |
AG UI Chatbot MCP Server
Claim
Enables dynamic UI template generation through natural language using Model Con…
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| 33903 |
geoseo-mcp
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Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
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| 33904 |
@xbghc/zotero-mcp
Claim
Enables querying, creating, and managing Zotero references via the MCP protocol.
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| 33905 |
chatwoot-mcp
Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
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| 33906 |
NEAR MCP Server
Claim
The NEAR MCP Server enables AI agents to interact with the NEAR Protocol blockc…
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| 33907 |
technitium-mcp-secure
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A security-hardened MCP server for managing Technitium DNS Server via its HTTP …
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| 33908 |
DecisionGraph MCP Server
Claim
Enables preserving, querying, and managing engineering decisions with reasoning…
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| 33909 |
bw-proxy
Claim
Enables secure Bitwarden organization vault control with AI agents, featuring h…
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| 33910 |
An MCP server that lets an AI assistant read your pre-installed macOS Apple Sto…
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| 33911 |
ai-bookmark-mcp
Claim
A local-first MCP server that turns browser bookmark exports into a searchable …
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| 33912 |
Wordware MCP
Claim
A Master Control Program server that allows developers to run Wordware AI flows…
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| 33913 |
saas-alerts-mcp
Claim
MCP server for Kaseya SaaS Alerts, providing tools to query security events, ma…
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| 33914 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
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| 33915 |
aionai
Claim
A shared working-state layer for AI coding tools that keeps a persistent notebo…
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| 33916 |
Crypto Multi-MCP Hub
Claim
AI-driven command center for local crypto operations, integrating over a dozen …
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| 33917 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 33918 |
A comprehensive MCP server for managing product initiatives, architecture decis…
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| 33919 |
target-cart-mcp
Claim
An MCP server for searching Target products and generating Shopping Cart Share …
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| 33920 |
Surfa MCP Server
Claim
Query your Surfa Analytics data using natural language through Claude Desktop, …
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| 33921 |
Graphiti MCP Server
Claim
This MCP server extracts entities and relationships from text and stores them i…
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| 33922 |
meshy-bottube-mcp
Claim
An MCP server that takes a text prompt and automatically generates a 3D model t…
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| 33923 |
@zeph-to/mcp-server
Claim
MCP server for AI agents to send notifications, copy to clipboard, request conf…
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| 33924 |
yacy-mcp
Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
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| 33925 |
PowerShell EX
Claim
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
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| 33926 |
agent-cost-mcp
Claim
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
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| 33927 |
claude-garmin
Claim
MCP server that connects Garmin Connect data to Claude, enabling training analy…
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| 33928 |
AI-powered research report generator API for AI agents. Generate structured res…
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| 33929 |
geminiupgradeqa-mcp
Claim
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
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| 33930 |
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| 33931 |
Kawaiidra MCP
Claim
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
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| 33932 |
cds-mcp
Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
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| 33933 |
CharityPro MCP Server
Claim
Query and analyze charity projects from a project management dashboard using na…
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| 33934 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 33935 |
fallmind-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 33936 |
mcp-server-auth
Claim
Submit receipts, run income/P&L/mileage/subscription analytics, create reports …
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| 33937 |
Cvent MCP Server
Claim
Enables management of Cvent events, registrations, attendees, sessions, contact…
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| 33938 |
fallclinic-mcp
Claim
MCP server for foldkit SDK exposing fold operations, kappa-band classification,…
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| 33939 |
ekursy-mcp-py
Claim
Enables AI tools to access student profiles, course lists, grades, page content…
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| 33940 |
groupdocs-markdown-mcp
Claim
MCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.
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| 33941 |
ZpDIC MCP Server
Claim
Enables ChatGPT to interact with ZpDIC dictionaries, allowing word lookup, crea…
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| 33942 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 33943 |
Antalpha-MCP
Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
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| 33944 |
React Context MCP
Claim
Enables AI assistants to inspect React component trees, props, state, and sourc…
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| 33945 |
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
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| 33946 |
api-evangelist
Claim
Sixteen years of API research as MCP tools — stories, areas, governance blocks …
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| 33947 |
business-day-mcp
Claim
MCP server for business-day arithmetic with country-aware holiday calendars. It…
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| 33948 |
final-flows
Claim
Build, preview, validate and deploy Final POS apps from any AI agent.
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| 33949 |
jarvis-mcp-server
Claim
Provides Claude with tools to read/write an Obsidian vault, query a local SQLit…
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| 33950 |
mcp-agent-review
Claim
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
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