MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59301 |
WhatsApp MCP Server
Claim
Enables seamless integration with WhatsApp through the Model Context Protocol, …
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| 59302 |
neo
Claim
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| 59303 |
biz-journals-mcp
Claim
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
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| 59304 |
aa-mcp
Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
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| 59305 |
Postgres MCP Pro
Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
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| 59306 |
PolicyPilot MCP Server
Claim
Enables LLM agents to automate Check Point firewall rule changes by translating…
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| 59307 |
patent-search-mcp-server
Claim
Patent intelligence and prior-art research for the AI Patent Search Generator. …
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| 59308 |
qa-workflow
Claim
QA bug-fix workflow MCP server that waits for bug reports with source locations…
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| 59309 |
Spaceship MCP Server
Claim
Enables AI agents to manage DNS records through the Spaceship API, with special…
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| 59310 |
MCP server that provides persistent, structured memory using an Obsidian vault …
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| 59311 |
fi-eli-mcp
Claim
Enables accessing Finnish legislation from the Finlex open-data API, listing st…
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| 59312 |
SQL and File MCP
Claim
An MCP server that gives LLM clients access to a SQL Server database and the lo…
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| 59313 |
OpenAI Image MCP Server
Claim
Enables conversational image generation, editing, and refinement through OpenAI…
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| 59314 |
oig-leie-mcp
Claim
Screens individuals and entities against the OIG LEIE exclusion list, returning…
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| 59315 |
Free competitive pricing intelligence for SMB CPG brands. Check where any produ…
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| 59316 |
idm-mcp
Claim
Mock identity-management MCP server for decentralized identity that allows mint…
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| 59317 |
MCPGen
Claim
Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-ris…
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| 59318 |
postman-mcp
Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
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| 59319 |
Claude MCP Server
Claim
Enables Claude to perform file operations, retrieve system information, run cal…
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| 59320 |
IATA-Geo-Core
Claim
Enables AI agents to query airport information and calculate Great Circle dista…
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| 59321 |
Trading 212 MCP Server
Claim
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
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| 59322 |
anki-mcp
Claim
MCP server for Anki via AnkiConnect, enabling creation, search, and management …
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| 59323 |
EcommAPI
Claim
Enables AI-powered analysis of e-commerce products and sales data, proposing pr…
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| 59324 |
Enables read-only analysis of Power BI China reports and semantic models throug…
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| 59325 |
LUSTAT Wages MCP Server
Claim
Provides monthly average wages data by NACE sector and education level for Luxe…
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| 59326 |
Expense Tracker MCP
Claim
Enables tracking of personal expenses with tools to add, list, update, delete, …
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| 59327 |
Miami Friend
Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
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| 59328 |
pipedrive-mcp
Claim
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| 59329 |
blender-mcp
Claim
Connects Blender to Claude AI through the Model Context Protocol, enabling prom…
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| 59330 |
Agent Lab
Claim
Run and test agentic systems in isolated Docker sandboxes, varying system promp…
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| 59331 |
project-hub-mcp
Claim
MCP server that enables AI assistants to run multi-step agent pipelines (e.g., …
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| 59332 |
execkit
Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
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| 59333 |
acuris-agent-guard
Claim
MCP server that verifies storefront merchants before AI agents make payments, c…
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| 59334 |
MCP Server OAuth Toy
Claim
A simple MCP server with OAuth 2.0 authentication for testing OAuth support in …
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| 59335 |
license-verifier-mcp
Claim
50-state professional license verification for AI agents.
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| 59336 |
mneme
Claim
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is g…
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| 59337 |
JCGE Agent Interface
Claim
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
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| 59338 |
fal-ai-mcp-server
Claim
An MCP server that gives Claude access to fal.ai generative AI models for image…
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| 59339 |
mcp-lokalise-server
Claim
An MCP server for managing Lokalise translations, enabling creation, retrieval,…
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| 59340 |
Dolbom Navi MCP
Claim
A remote MCP server for navigating Korean senior-care support, routing question…
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| 59341 |
gripe-mcp
Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
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| 59342 |
eph-context
Claim
Provides official INDEC register designs and methodological rules to AI models,…
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| 59343 |
VAST Admin MCP Server
Claim
MCP server for VAST Data administration, enabling AI assistants to monitor, lis…
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| 59344 |
AURA MCP Server
Claim
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
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| 59345 |
Connect AI assistants to Stellary projects, boards, documents, and governed age…
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| 59346 |
Arrakis MCP Server
Claim
Exposes Arrakis VM sandbox functionality to LLMs, enabling sandbox management a…
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| 59347 |
ServiceNow MCP Server
Claim
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
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| 59348 |
Claude DJ MCP
Claim
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
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| 59349 |
zhongyao-mcp-server
Claim
Enables generating short videos for Chinese herbs with information, images, voi…
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| 59350 |
Enterprise MCP Server
Claim
A highly configurable, deployment-ready MCP server with modular architecture fo…
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