MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64401 |
@accesslint/mcp
Claim
An MCP server for WCAG accessibility auditing in AI coding agents, providing to…
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| 64402 |
B2B lead generation tool: search Google Maps by 'plumbers in Austin', get back …
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| 64403 |
KYA-OS MCP Server
Claim
A ready-to-deploy MCP server with in-process agent verification via KYA-OS Chec…
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| 64404 |
comidp-mcp-server
Claim
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| 64405 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 64406 |
OffshoreProz Agent API
Claim
Enables automated company formation across multiple jurisdictions with REST and…
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| 64407 |
Cerebras Code MCP Server
Claim
Enables planning with Claude Code and high-speed code generation using Cerebras…
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| 64408 |
gimmick-vision-mcp
Claim
Bridges Claude Code to local OpenAI-compatible vision models, enabling image an…
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| 64409 |
arena-mcp
Claim
Enables interaction with Are.na channels and content through natural language, …
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| 64410 |
Memento Vault
Claim
Provides persistent knowledge capture and retrieval for coding agents. Enables …
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| 64411 |
airi-android
Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
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| 64412 |
A Model Context Protocol server providing calculator tools (add, subtract, mult…
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| 64413 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 64414 |
Python-based MCP server that provides real-time and historical cryptocurrency d…
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| 64415 |
Enterprise MCP Server
Claim
Production-grade FastMCP 3.x server template for scalable semantic tool retriev…
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| 64416 |
Yggdrasil
Claim
Durable, local-first memory for AI coding agents over MCP. Zero-dependency (pur…
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| 64417 |
AI-powered assistant for qualitative research and conceptual paper writing, pro…
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| 64418 |
mcploy
Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
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| 64419 |
r3adfile_mcp
Claim
Search and browse local files with flexible pattern matching and fast full-text…
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| 64420 |
Mongo MCP Server
Claim
Enables interaction with MongoDB databases through the Model Context Protocol. …
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| 64421 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 64422 |
atlassian-mcp
Claim
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
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| 64423 |
anchor-mcp
Claim
A portable MCP server that provides a shared persistent working state for AI co…
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| 64424 |
gateway
Claim
MCP gateway with runtime security policy, tool-call-level control, and audit of…
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| 64425 |
SPOKEAgent
Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
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| 64426 |
@kimagure-dd/xirr-mcp
Claim
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
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| 64427 |
TrainingPeaks MCP Server
Claim
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
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| 64428 |
private-journal
Claim
A comprehensive MCP server that provides Claude with private journaling and sem…
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| 64429 |
gsap_animation_generate
Claim
Create precise, production-ready GSAP animations from any request. Debug issues…
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| 64430 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
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| 64431 |
mesh
Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
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| 64432 |
Citely-x402
Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
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| 64433 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
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| 64434 |
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
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| 64435 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 64436 |
pruva-mcp
Claim
Remote MCP server for Pruva, enabling AI assistants to manage products, feature…
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| 64437 |
autohaven
Claim
Search for cars
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| 64438 |
excalidraw-export-mcp
Claim
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
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| 64439 |
Suno Autopilot MCP
Claim
An MCP server that enables local AI models to automatically generate lyrics and…
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| 64440 |
CodeGuardian MCP
Claim
Validates AI-generated code against actual codebases to catch hallucinations, d…
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| 64441 |
cdbmcp
Claim
Enables AI clients to inspect live memory of a running C++ process on Windows u…
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| 64442 |
Database MCP Server
Claim
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
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| 64443 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 64444 |
warehouse-mcp
Claim
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, Duck…
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| 64445 |
agentrails
Claim
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| 64446 |
crypto-mcp-server
Claim
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
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| 64447 |
xls-mcp-servers
Claim
MCP server for reading and writing .xls (Excel 97-2003) files, enabling data ma…
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| 64448 |
qrcoding Skill MCP
Claim
Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
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| 64449 |
Binelek MCP Server
Claim
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
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| 64450 | — | |||||||||