MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35601 |
llmsproxy
Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
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| 35602 |
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
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| 35603 |
Intervals.icu MCP Server
Claim
Provides access to the Intervals.icu API for interacting with training data, ac…
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| 35604 |
A boilerplate for building MCP servers using TypeScript, with example tools lik…
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| 35605 |
mcp-uart
Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
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| 35606 |
CHIM MCP Server
Claim
Exposes CHIM change-management workflows (changes, outages, retros, and change …
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| 35607 |
Plex MCP Server
Claim
Enables interaction with Plex Media Server via the MCP protocol, allowing AI ag…
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| 35608 |
openai-gpt-image-1-mcp
Claim
Provides AI agents and coding assistants with image generation and editing capa…
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| 35609 |
wemp-operator-mcp
Claim
Enables to operate a WeChat Official Account via MCP tools, including searching…
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| 35610 |
mcp-alphafold
Claim
Provides programmatic access to AlphaFold protein structure predictions and Uni…
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| 35611 |
MCP server for the Infomaniak Contacts API, enabling listing and searching cont…
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| 35612 |
vaultrecall-mcp
Claim
A local MCP server that turns an Obsidian vault into a searchable second brain …
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| 35613 |
QRzap MCP Server
Claim
Enables AI agents to generate QR codes for URLs, WiFi, contacts, and more with …
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| 35614 |
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
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| 35615 |
A Model Context Protocol server that provides 29 Git operations and advanced wo…
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| 35616 |
xiaohongshu-mcp
Claim
Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Litt…
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| 35617 |
crest-verify
Claim
Verify x402 endpoints before your agent spends. Three tools: verify (SPEND/CAUT…
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| 35618 |
MCP Template
Claim
A production-ready Model Context Protocol server template in TypeScript that en…
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| 35619 |
mcp-server-ngrok
Claim
Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports fo…
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| 35620 |
screenwright
Claim
Enables users to create subtitled tutorial videos by scripting browser interact…
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| 35621 |
ADB MCP Server
Claim
A MCP server that enables AI assistants to control Android devices via ADB, sup…
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| 35622 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 35623 |
email
Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
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| 35624 |
selvo
Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
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| 35625 |
localhost_mcp
Claim
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| 35626 |
ToughTongue AI
Claim
Create voice-agent scenarios, pull session analytics, place SIP calls, schedule…
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| 35627 |
hepdata-mcp
Claim
Enables discovery of HEPData records, tables, and data access with read-only op…
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| 35628 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 35629 |
An MCP server that visually reviews UI edit requests by comparing screenshots b…
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| 35630 |
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
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| 35631 |
foundrynet-geo
Claim
x402-gated geocoding + distance gateway. Tools: geocode, distance.
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| 35632 |
Narrarium MCP Server
Claim
Enables local-first book writing with AI assistance, allowing users to scaffold…
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| 35633 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
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| 35634 |
snapcall-test4
Claim
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| 35635 |
imf-mcp-server
Claim
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
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| 35636 |
NetBox MCP Server
Claim
MCP server for interacting with NetBox API, enabling users to query and manage …
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| 35637 |
Entity Enricher
Claim
Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model be…
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| 35638 |
notebooklm-api
Claim
Enables document Q&A with grounded citations using the official Gemini File Sea…
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| 35639 |
DPIA generator for the EDPB harmonised template (adopted 14 Apr 2026) with EU A…
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| 35640 |
unreal-ai-connection
Claim
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
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| 35641 |
Hickey_MCP
Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
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| 35642 |
thunderbird-mcp
Claim
A read-only MCP server that lets Claude read and search emails from Thunderbird…
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| 35643 |
agent-canvas-arena
Claim
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
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| 35644 |
Sage MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
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| 35645 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
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| 35646 |
rag-retriever-mcp
Claim
A local-first document retrieval engine that mounts as an MCP tool for agents t…
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| 35647 |
auto-om
Claim
A comprehensive MCP server for Linux automation operations management, providin…
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| 35648 |
sbs_mcp_1010
Claim
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| 35649 |
Open Parliament MCP
Claim
A thin MCP connector to UK Parliament's public APIs and Members OData endpoint,…
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| 35650 |
OrcaRouter
Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
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