MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48351 |
Clark MCP Server
Claim
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
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| 48352 |
hepdata-mcp
Claim
Enables discovery of HEPData records, tables, and data access with read-only op…
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| 48353 |
jotae-mcp
Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
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| 48354 |
simple-fal-mcp
Claim
MCP server for fal model discovery, execution, pricing, and local media process…
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| 48355 |
Network MCP Server
Claim
A Model Context Protocol server providing network diagnostic tools for AI agent…
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| 48356 |
A read-only MCP server that connects Claude to your eToro account, enabling que…
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| 48357 |
loomiomcp
Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
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| 48358 |
leakguard-mcp
Claim
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
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| 48359 |
beacon-mcp
Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
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| 48360 |
Hive Mind
Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
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| 48361 |
Connects AI assistants to FIS IntelliMatch SQL Server database for read-only BA…
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| 48362 |
Discogs MCP Server
Claim
Enables finding the best-sounding pressing of an album and mood- and taste-base…
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| 48363 |
AutoManus MCP Server
Claim
Enables creating and deploying AI sales agents to WhatsApp and Webchat from AI …
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| 48364 |
Google MCP Server
Claim
Enables appending formatted content to Google Docs and creating styled Gmail dr…
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| 48365 |
excel-mcp
Claim
An MCP server for performing Excel file operations including read, write, and m…
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| 48366 |
Ambari MCP Server
Claim
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
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| 48367 |
gomoku-mcp-server
Claim
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
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| 48368 |
nexus-mcp
Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
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| 48369 |
oscine
Claim
An MCP server that exposes a synthesizer composer's command catalog as tools, e…
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| 48370 |
Let your AI assistant create professional Office documents — PowerPoint, Word, …
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| 48371 |
clenzer
Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
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| 48372 |
@zhangzwd/mcp-gateway
Claim
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
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| 48373 |
MCP Selenium Server
Claim
Enables AI agents to automate browser interactions using Selenium WebDriver, su…
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| 48374 |
SnapBack MCP Server
Claim
Enables AI-powered code safety analysis including risk detection, secret scanni…
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| 48375 |
fleet-mcp-server
Claim
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
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| 48376 |
cortex-brain
Claim
An MCP server that enables AI agents to search, read, and contribute to a struc…
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| 48377 |
mcp-bridge
Claim
YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
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| 48378 |
speed-to-lead-agent
Claim
MCP server for qualifying and responding to inbound leads in seconds using a mu…
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| 48379 |
AutoCAD MCP Server
Claim
Enables natural language control of AutoCAD drawings via LLMs like Claude, supp…
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| 48380 |
stessa-mcp
Claim
MCP server for Stessa rental-property accounting platform, enabling AI agents t…
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| 48381 |
canvas3d-mcp
Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
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| 48382 |
GoHighLevel MCP Server
Claim
Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account au…
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| 48383 |
gmail-multi-mcp
Claim
Connect multiple Gmail accounts to any MCP client, enabling search, read, draft…
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| 48384 |
zk-utils
Claim
MCP server for zk note management enabling note search, creation, and link anal…
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| 48385 |
drp-compliance
Claim
Automated SOX/DRP-2026 financial document verification for AI coding assistants.
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| 48386 |
Enables AI assistants to query NYC capital project data (schedule, budget, life…
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| 48387 |
ship-it-mcp
Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
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| 48388 |
Recruitee MCP Server
Claim
Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
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| 48389 |
Promptbook MCP
Claim
A server that stores and semantically searches AI prompts via RAG, enabling dev…
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| 48390 |
claude-oracle-mcp
Claim
An MCP server for discovering Claude Code skills, plugins, and MCP servers by s…
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| 48391 |
ratebook-mcp
Claim
Provides electricity tariff queries and rate calculations for US utilities, ena…
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| 48392 |
Enables managing Google Calendar events (list, create, delete, update) through …
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| 48393 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 48394 |
asana-mcp
Claim
MCP server for the Asana API that allows AI agents to read and optionally write…
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| 48395 |
timeweb-mcp-server
Claim
Automates deployment of applications to Timeweb Cloud via the Model Context Pro…
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| 48396 |
32 ferramentas MCP de cálculo fiscal/trabalhista BR (CLT, INSS, IRRF, PJ, finan…
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| 48397 |
TinySearch
Claim
Shrink the web for your local LLMs! Provides web research capabilities to low r…
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| 48398 |
S3 MCP Server
Claim
This server enables interaction with Amazon S3 buckets for listing and retrievi…
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| 48399 |
hostman-mcp-server
Claim
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
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| 48400 |
MCP Server
Claim
A region-independent backend service for AWS operations with credential validat…
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