MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68251 |
MCP Server ZapSign
Claim
Enables integration with the ZapSign API for electronic document signing and ma…
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| 68252 |
artemis-mcp-server
Claim
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
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| 68253 |
Tollmint
Claim
Per-call data for agents: graded behavioural science, dark-pattern detection, w…
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| 68254 |
A Model Context Protocol server adapted for Google Cloud Platform that enables …
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| 68255 |
Kaspa MCP Server
Claim
Enables interaction with Kaspa blockchain nodes via RPC, providing tools for qu…
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| 68256 |
Checks domain name availability using the WhoisJSON API, returning registration…
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| 68257 |
Ayuda Venezuela MCP
Claim
Bot to amplify crisis information in Venezuela by tweeting predefined templates…
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| 68258 |
@testneo/mcp-server
Claim
MCP server for TestNeo quality workflows, enabling test generation, execution, …
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| 68259 |
mcp-gsuite
Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
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| 68260 |
finance-reconcile-mcp
Claim
Read-only MCP server for reconciling SimpleFIN bank data against Firefly III le…
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| 68261 |
mcp_arena
Claim
A production-ready Python library for building MCP servers with agent orchestra…
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| 68262 |
hh-ru MCP server
Claim
Enables searching for jobs in Russia and remote positions from AI assistants us…
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| 68263 |
One install that runs every sibling MCP server as a child process and merges th…
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| 68264 |
mcp-server-duckdb
Claim
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
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| 68265 |
A unified MCP server that integrates Zoho CRM and Zoho Books, enabling AI assis…
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| 68266 |
Enables creating and managing automated workflows with triggers, actions, webho…
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| 68267 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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| 68268 |
Ponderers MCP Server
Claim
A Model Context Protocol (MCP) server implemented in Rust, providing utility to…
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| 68269 |
ideb-mcp
Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
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| 68270 |
neshan-maps-mcp
Claim
Provides access to Neshan Maps API (Iran) for geocoding, directions, and place …
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| 68271 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 68272 |
sourceright
Claim
reference and citation validation, verification, enrichment, replacement and im…
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| 68273 |
contabilidad-mcp
Claim
Double-entry accounting MCP server for Claude Desktop. Supports accounts, trans…
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| 68274 |
reachy-mini-mcp
Claim
MCP server for Reachy Mini robot that exposes robot state and motion control to…
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| 68275 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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| 68276 |
DX12 Engine MCP Server
Claim
Enables AI agents to control the DX12 Engine editor for game development, inclu…
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| 68277 |
PocketBase MCP Server
Claim
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
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| 68278 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 68279 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 68280 |
soi-mcp
Claim
Provides IRS income and tax statistics by ZIP code, enabling LLM agents to quer…
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| 68281 |
everything-mcp-server
Claim
Enables instant file searches on Windows using Everything's native SDK, support…
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| 68282 |
ArXiv MCP Server
Claim
Provides arXiv paper search, download, Chinese translation, and WeChat article …
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| 68283 |
Enables interaction with Microsoft Copilot Studio Agents through the Direct Lin…
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| 68284 |
Simple MCP Server
Claim
A calculator MCP server providing add and subtract tools, along with file resou…
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| 68285 |
Defuddle MCP Server
Claim
Fetches webpages and returns clean, structured Markdown with metadata (title, a…
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| 68286 |
Garmin MCP
Claim
MCP server that exposes Garmin Connect health and activity data (steps, sleep, …
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| 68287 |
contest-mcp
Claim
Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, inc…
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| 68288 |
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
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| 68289 |
PAI Memory MCP Server
Claim
Enables semantic and keyword search across AI work sessions, learnings, reflect…
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| 68290 |
Exposes a tool to retrieve mocked documentation records from a simulated databa…
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| 68291 |
Academic Research MCP
Claim
Unified scholarly search across 60+ academic sources with citation formatting (…
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| 68292 |
fleet-mcp
Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
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| 68293 |
jp-eli-mcp
Claim
Searches and retrieves Japanese national legislation from the official e-Gov AP…
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| 68294 |
Pixl
Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
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| 68295 |
This MCP Server bridges Egonex-AI/Understand-Anything with Claude Desktop and o…
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| 68296 |
engram
Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
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| 68297 |
bilibili-mcp
Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
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| 68298 |
fast-bitrix24-mcp
Claim
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
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| 68299 |
cascade-mcp
Claim
Exposes a hybrid conflict resolution router as MCP tools, deciding per conflict…
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| 68300 |
browser-search-mcp
Claim
Enables web search via a real browser for any LLM, bypassing anti-bot measures …
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