MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60851 |
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
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| 60852 |
five-mcp
Claim
LLM character consistency engine — generates structured JSON constraints from 4…
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| 60853 |
MCP server for the Viator Partner API that enables searching tours, activities,…
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| 60854 |
Knowledge Master
Claim
A local knowledge graph MCP server that provides AI agents with permanent, stru…
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| 60855 |
walletap
Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
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| 60856 |
mcp-sheet-filler
Claim
MCP server for storing and safely auto-filling tabular data. Enables AI agents …
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| 60857 |
mcp-gera-persona
Claim
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
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| 60858 |
Centerfield Visitor MCP
Claim
Automates visitor reservations for the Centerfield building by registering gues…
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| 60859 |
sqlserver-mcp
Claim
Enables secure interaction with Microsoft SQL Server databases, allowing schema…
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| 60860 |
mcp-flowise
Claim
Exposes local Flowise chatflows as MCP tools, enabling listing and running chat…
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| 60861 |
mcp-database
Claim
Read-only MySQL/MariaDB MCP server for running SELECT queries safely, with auto…
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| 60862 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 60863 |
Scrooge
Claim
Provides AI coding agents with pre-edit situational awareness by combining stru…
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| 60864 |
medrxiv-mcp
Claim
MCP server that turns a medRxiv DOI into clean markdown full text and provides …
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| 60865 |
Free verified network knowledge for AI agents: deterministic answers, honest un…
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| 60866 |
Scans live pages with the AudioEye rules engine and maps accessibility issues t…
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| 60867 |
contract-auditor
Claim
Quick-scan a smart contract for rug, honeypot, or centralization risk before se…
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| 60868 |
mcp-diff
Claim
Computes line-level diffs between two texts, returning added/removed lines and …
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| 60869 |
@easynodexyz/mcp-x402
Claim
MCP server enabling AI agents to purchase VPS and blockchain node products usin…
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| 60870 |
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
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| 60871 |
Quizz MCP
Claim
Enables Claude to generate interactive quizzes from conversations to test under…
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| 60872 |
RobotWS MCP Server
Claim
Indexes Robot Framework and Python files from robotws, stores metadata in SQLit…
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| 60873 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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| 60874 |
nbdpsy-mcp
Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
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| 60875 |
zipmem-mcp
Claim
local-first long-term memory for MCP agents (no DB, no API keys)
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| 60876 |
sbs_mcp_1010
Claim
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| 60877 |
nornir-mcp-server
Claim
Enables AI agents to autonomously manage network devices using Nornir, supporti…
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| 60878 |
MCP server for querying PostgreSQL databases
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| 60879 |
MCP Setup Server
Claim
A modular MCP server exposing tools for integrating with services like GitHub, …
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| 60880 |
agent-telegram-mcp
Claim
Enables AI agents to send and receive messages, media, and files on Telegram, a…
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| 60881 |
docnova-mcp
Claim
MCP server for e-invoice platforms. Enables natural language querying of invoic…
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| 60882 |
MCP server for Site Spy — lets AI agents monitor websites for changes
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| 60883 |
nima-career-mcp
Claim
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
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| 60884 |
Enables AI-assisted development of CodeQL queries for security analysis through…
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| 60885 |
BlackSwan MCP Server
Claim
Enables AI agents to access real-time crypto risk intelligence with two tools: …
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| 60886 |
mcp-fal
Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
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| 60887 |
mcp--server
Claim
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| 60888 |
mcp
Claim
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
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| 60889 |
linux-ssh-mcp-server
Claim
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
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| 60890 |
kali-tools-mcp
Claim
Exposes a hardened Docker container with Kali Linux security tools (nmap, sqlma…
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| 60891 |
engram
Claim
Gives AI persistent personal memory with hybrid search, temporal decay, and kno…
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| 60892 |
inkra-mcp
Claim
MCP bridge for [Inkra](https://store.juergenkoller.software/en/apps/inkra) — na…
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| 60893 |
geminiupgradeqa-mcp
Claim
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
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| 60894 |
ClickHouse MCP Agent
Claim
Enables querying ClickHouse databases using natural language with AI models, su…
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| 60895 |
translator-pro-ai-mcp
Claim
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
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| 60896 |
ParrotScribe MCP Server
Claim
Enables AI agents to interact with the ParrotScribe transcription service on ma…
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| 60897 |
Modular RAG MCP Server
Claim
Exposes RAG-related tools (query_knowledge_hub, list_collections, get_document_…
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| 60898 |
Hello
Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
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| 60899 |
ASO Atlas
Claim
App Store keyword research, rank tracking and App Store Connect performance for…
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| 60900 |
openapi-to-mcp
Claim
Lightweight MCP server to access any API using their OpenAPI specification. Sup…
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