MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49401 |
arc-mcp-hub
Claim
A thin, deterministic MCP hub for SAP BTP that routes connections to multiple S…
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| 49402 |
mcp-banxico
Claim
Enables querying economic data from Banco de México (Mexico's central bank) via…
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| 49403 |
STT2TTS MCP
Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
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| 49404 |
gget-cryo
Claim
Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with…
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| 49405 |
Laugh Tale
Claim
MCP server that checks for the presence of other Grand Line stack tools and rev…
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| 49406 |
memory-mcp-server
Claim
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
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| 49407 |
Obsidian MCP Server
Claim
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
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| 49408 |
trading-mcp-server
Claim
Provides a safe trading toolkit for AI agents with market data, indicators, pap…
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| 49409 |
Rockhopper MCP Server
Claim
Enables AI tools like Claude, Cursor, and Copilot to interact with your Rockhop…
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| 49410 |
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
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| 49411 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
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| 49412 |
WalletGrower MCP Server
Claim
Enables AI agents to search, compare, and get personalized recommendations for …
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| 49413 |
mcp-mysql
Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
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| 49414 |
Inliner MCP Server
Claim
Enables AI coding agents to manage image projects, generate and edit images, an…
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| 49415 |
jira-cli-mcp
Claim
MCP server that wraps the jira-cli command-line tool to enable AI assistants to…
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| 49416 |
Amplitude MCP Server
Claim
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
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| 49417 |
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
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| 49418 |
iiq-mcp
Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
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| 49419 |
arc-devtools-mcp
Claim
MCP server enabling AI agents to control and inspect Chrome/Arc browsers via De…
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| 49420 |
MCP Tool Connector
Claim
Exposes search over internal documents and company lookup via authenticated API…
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| 49421 |
mcp_hospirfq_processor
Claim
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
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| 49422 |
telegram-mcp
Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
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| 49423 |
sangsang-lite-mcp
Claim
An MCP server for analyzing creative ideas through a series of diagnostic tools…
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| 49424 |
pinterest-mcp-server
Claim
Enables AI agents to interact with the Pinterest API, allowing management of bo…
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| 49425 |
agy-ui-mcp
Claim
Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision …
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| 49426 |
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
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| 49427 |
Image Process MCP Server
Claim
Enables image processing operations such as resizing, format conversion, croppi…
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| 49428 |
hermes-google
Claim
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
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| 49429 |
swarm-mcp
Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
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| 49430 |
beacon
Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
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| 49431 |
KiroStats
Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
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| 49432 |
Konnect
Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 49433 |
Claude MCP Server
Claim
Exposes Anthropic's Claude as 3 MCP tools (ask_claude, claude_analyze, claude_w…
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| 49434 |
appflowy-mcp
Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
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| 49435 |
orphanet-link
Claim
An MCP server that enables querying rare-disease data from Orphanet, including …
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| 49436 |
Ripple-MCP
Claim
A field-level semantic change impact analysis MCP server for Claude Code, enabl…
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| 49437 |
olx-pik-toolkit
Claim
MCP server for managing OLX.ba / PIK.ba shops, enabling listing management, cat…
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| 49438 |
Roblox Executor MCP
Claim
Enables agents to interact with a running Roblox game client, execute Lua code,…
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| 49439 |
up-law-mcp
Claim
A template for building legal MCP servers that enforces source citation to redu…
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| 49440 |
Starbase MCP
Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
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| 49441 |
mcp-inegi
Claim
Provides access to Mexico's INEGI (national statistics office) indicators API, …
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| 49442 |
NotebookLM MCP Server
Claim
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
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| 49443 |
codepet-mcp-server
Claim
A local MCP server that captures coding context, tracks developer sessions, and…
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| 49444 | — | |||||||||
| 49445 |
hpo-link
Claim
MCP server that provides tools for querying the Human Phenotype Ontology (HPO) …
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| 49446 |
MCP Server Node
Claim
A Node.js MCP server example with user management, task management, and calcula…
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| 49447 |
cloud-security-scanner
Claim
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
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| 49448 |
danmaku-slides
Claim
Enables to present PDF slides with live bullet comments from audience, and to f…
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| 49449 |
Outline MCP Server
Claim
Enables querying, searching, and managing documents in an Outline instance via …
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| 49450 |
Calliope MCP Server
Claim
Provides MCP tools to read, write, append, and edit prose sections of nodes, ba…
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