MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 4 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61951 |
Travel Advisor AI
Claim
Provides personalized travel recommendations by analyzing climate, currency exc…
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| 61952 |
Verified Repo Memory
Claim
Stale-proof repository memory with citations + just-in-time verification + TTL …
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| 61953 |
accelo-mcp
Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
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| 61954 |
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| 61955 |
Groundlight MCP Server
Claim
Enables natural language interaction with Groundlight to create and manage comp…
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| 61956 |
SheetForge MCP
Claim
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
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| 61957 |
dify-knowledge
Claim
Exposes Dify knowledge base retrieval capabilities via MCP for use in Cursor an…
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| 61958 |
ucontrol-mcp
Claim
MCP server for uControl, enabling read and write operations on schema, assets, …
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| 61959 |
Zotero MCP Bridge
Claim
Enables LLM clients to browse and query your Zotero library through tool calls.…
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| 61960 |
Google Calendar
Claim
Manage calendars and events in your Google account from your workspace. List, s…
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| 61961 |
notify-mcp
Claim
Sends native Windows desktop notifications with repeating sound alerts for Clau…
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| 61962 |
Weather MCP Server
Claim
MCP Server for global weather, forecasts, air quality, and climate data using O…
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| 61963 |
trueai
Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
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| 61964 |
dSIPRouter MCP Server
Claim
Enables AI assistants to manage dSIPRouter operations such as endpoint groups, …
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| 61965 |
anthilll-inside
Claim
MCP server that reproduces SSE response-size hangs with Anthropic MCP clients b…
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| 61966 |
Limonene
Claim
Read-only Amazon seller analytics: sales, Buy Box, FBA inventory, alerts, reven…
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| 61967 |
bookclaw-mcp
Claim
Exposes BookClaw's author workflow to MCP clients over Streamable HTTP, providi…
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| 61968 |
OHMS
Claim
Exposes Shopify order and inventory management tools via MCP, allowing agents t…
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| 61969 |
Executive Cortex MCP
Claim
Enables local task planning and execution with DAG-based plans, multiple reason…
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| 61970 |
ak-mcp
Claim
Provides AI coding tools with queryable documentation for the AK (Active Kernel…
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| 61971 |
kitty-mcp-server
Claim
MCP server for controlling the kitty terminal emulator. Exposes 40 tools for ma…
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| 61972 |
cocoindex MCP
Claim
An MCP server that incrementally indexes repositories and documents into a Post…
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| 61973 |
mcp-sumologic
Claim
MCP server that integrates with Sumo Logic's API to perform log searches, data …
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| 61974 |
BookBridge-MCP
Claim
MCP server for Chinese-to-English book translation and document processing, pro…
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| 61975 |
steam-local-mcp
Claim
A Windows Steam MCP server with local client controls and optional Steam Web AP…
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| 61976 |
mcp-skatteetaten
Claim
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
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| 61977 |
Gov Data MCP
Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
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| 61978 |
multi-agent-games
Claim
MCP server allowing two agents to play chess or Connect Four against each other…
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| 61979 |
dowhistle-mcp-server
Claim
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| 61980 |
Comet MCP Server
Claim
Gives Claude a browser that thinks by connecting to Perplexity's Comet browser …
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| 61981 |
@bsv/mcp
Claim
Provides tools and prompts for Bitcoin SV development, enabling code search, BR…
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| 61982 |
Provides calculator, datetime, and note-taking tools for LLMs like Claude via t…
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| 61983 |
Enables interaction with Gmail and Google Docs via MCP, including email search,…
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| 61984 |
Dev Blog MCP Server
Claim
Enables AI assistants to publish blog posts directly to Dev.to via the Model Co…
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| 61985 |
AccuKnox MCP Server
Claim
Enables interaction with the AccuKnox cloud security platform through MCP, allo…
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| 61986 |
mcp-uuid
Claim
Validates and generates UUIDs, including parsing version, variant, timestamps, …
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| 61987 |
Prometheus-MCP
Claim
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
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| 61988 |
aero-allocator
Claim
MCP server that forecasts next-epoch demand for Aerodrome pools on Base and tur…
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| 61989 |
Enables AI assistants to perform web automation tasks such as navigation, typin…
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| 61990 |
MCP Image Tools Server
Claim
Provides image processing tools for Claude Code, including downloading toy-rela…
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| 61991 |
Channel3 Shopping
Claim
Shopping search across 100M+ products, with every retailer's offer and live pri…
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| 61992 |
crumbtrail
Claim
Recorded browser sessions, backend spans, and database row diffs as one ranked …
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| 61993 |
eodly
Claim
Read your team's end-of-day reports and roster from Eodly.
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| 61994 |
fpgaZeroMCP
Claim
An MCP server for FPGA toolchain operations including linting, simulation, synt…
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| 61995 |
vscode-mcp-server
Claim
A portable MCP server enabling AI assistants to operate VS Code, including file…
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| 61996 |
zerion-mcp
Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
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| 61997 |
electra-one-mcp
Claim
Develop Electra One MK2/Mini widgets and presets from Claude Code.
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| 61998 |
CharityPro MCP Server
Claim
Query and analyze charity projects from a project management dashboard using na…
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| 61999 |
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
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| 62000 |
iddaa-mcp
Claim
MCP server that provides structured access to real-time sportsbook data from id…
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