MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33901 |
PRIMS
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| 33902 |
trovex
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Serves coding agents one canonical doc per query instead of rereading the repo …
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| 33903 |
personal-context
Claim
Enables LLMs to access a user's personal writing context—voice, style, opinions…
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| 33904 |
servicenow-api
Claim
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
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| 33905 |
Wireshark MCP
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Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
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| 33906 |
World Monitor
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Live markets, conflicts, country risk, chokepoints, energy, and China decision …
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| 33907 |
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
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| 33908 |
archify-mcp
Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
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| 33909 |
Google Drive MCP
Claim
Enables Claude to read, create, update, and manage files in Google Drive throug…
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| 33910 |
dittu
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Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
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| 33911 |
mcp-xray
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A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
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| 33912 |
jpzip MCP server
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Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
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| 33913 |
Integrates with Google Docs and Gmail to append content and create drafts, with…
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| 33914 |
Shopify MCP
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Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
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| 33915 |
ca
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| 33916 |
gsc-mcp-server
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MCP server for Google Search Console, enabling querying search performance, lis…
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| 33917 |
notion-local-mcp
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Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
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| 33918 |
Blog-MCP
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Provides MCP tools to interact with Dev.to, enabling searching, browsing, and p…
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| 33919 |
mcp-kicad-sch-api
Claim
MCP server for creating, modifying, and analyzing KiCAD schematic files using n…
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| 33920 |
apple-reminders-mcp
Claim
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
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| 33921 |
MCP Server Boilerplate
Claim
Build custom API integrations quickly with this ready-to-use MCP server templat…
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| 33922 |
mcp-server-microsoft365
Claim
Enables identity provisioning and management for Microsoft 365/Entra ID via Mic…
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| 33923 |
reconftw-mcp
Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
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| 33924 |
Perplexity Advanced MCP
Claim
Advanced MCP server that uses OpenRouter and Perplexity APIs for enhanced query…
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| 33925 |
SQL MCP Server
Claim
Exposes a SQLite database to AI assistants with structured, read-safe access. I…
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| 33926 |
Keshro MCP
Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
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| 33927 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 33928 |
test-mcp2
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| 33929 |
log-reader-mcp
Claim
MCP server to start, monitor, search, and detect errors in logs from any projec…
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| 33930 |
graphrag-local
Claim
Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for…
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| 33931 |
SentryFrogg MCP Server
Claim
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
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| 33932 |
AnyRouter Spawn Agent
Claim
MCP fallback that launches and monitors local codex exec agents when native sub…
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| 33933 |
server
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| 33934 |
tech-memory-mcp
Claim
A MCP server that gives Claude Code and other AI assistants long-term memory by…
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| 33935 |
Python MCP Custom Server
Claim
Extends Claude Desktop with custom tools for file management, system operations…
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| 33936 |
dbt-cloud-migrate
Claim
Audits dbt Core projects for migration blockers and generates actionable guidan…
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| 33937 |
Leave MCP Server
Claim
Enables LLM clients to handle leave applications by providing tools for initial…
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| 33938 |
bhagavad-gita
Claim
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
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| 33939 |
mcpserver_test
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| 33940 |
renxt-mcp
Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
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| 33941 |
wow-casc-mcp-server
Claim
MCP server for reading World of Warcraft client files via CASC storage, enablin…
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| 33942 |
powerBI-mcp
Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
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| 33943 |
MCP Server
Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
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| 33944 |
Provides weather data, forecasts, air quality, and location services via OpenWe…
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| 33945 |
Trainzilla Coach MCP
Claim
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
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| 33946 |
kicad-studio
Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
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| 33947 |
scopa-mcp-server
Claim
An MCP server for playing the Italian card game Scopa, supporting 2-4 players, …
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| 33948 |
AsyncAPI MCP Server
Claim
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
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| 33949 |
jurisprudenciaia-mcp
Claim
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
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| 33950 |
MCP Podman
Claim
MCP server for Podman container management via the Podman REST API
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