MCP Server Quality Scores
Independent quality analysis of 35110 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34551 |
Provide seamless access to SalesHandy API features including user profiles, cam…
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| 34552 |
InstantDB MCP Server
Claim
A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 34553 |
test-1
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| 34554 |
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
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| 34555 |
vistoya
Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
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| 34556 |
SMU Schedule MCP Server
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Enables management of Sangmyung University academic information including sched…
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| 34557 |
Hello
Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
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| 34558 |
vcenter-mcp
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Provides tools to list, create, power on/off, and delete VMs on vCenter or ESXi…
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| 34559 |
Komodo MCP Server
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Enables natural language management of servers, deployments, and build pipeline…
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| 34560 |
An MCP server that enables developers to summon AI development team agents dire…
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| 34561 |
else_when
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| 34562 |
Amicus MCP Server
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A state persistence layer that enables seamless handoffs between different AI c…
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| 34563 |
Advice Server
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Provide tailored advice and recommendations through an MCP interface. Enable se…
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| 34564 |
Say Hello
Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 34565 |
space-ocr
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Multilingual structured OCR with verified per-character bboxes for AI agents.
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| 34566 |
Blender MCP Server
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Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 34567 |
@git-fabric/chat
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An AI conversation management layer that enables creating chat sessions, persis…
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| 34568 |
hallucination-detector
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Hallucination Detector — scores AI-generated output for hallucination risk. Det…
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| 34569 |
ticket-discovery
Claim
Search and compare concert ticket prices across platforms
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| 34570 |
ProofStream MCP Server
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Enables AI agents to dispatch human verifiers for physical world tasks like pro…
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| 34571 |
Service Economics
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Free service management tools — playbooks, benchmarks, and instant service heal…
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| 34572 |
Find verified appliance repair, HVAC, and plumbing technicians by location and …
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| 34573 |
ChatGPT Apps MCP Server
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Enables interactive React components to render inline in ChatGPT conversations,…
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| 34574 |
SQL and File MCP
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An MCP server that gives LLM clients access to a SQL Server database and the lo…
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| 34575 |
keris_edumcp_2nd
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| 34576 |
FinaShopping MCP Server
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Enables interaction with Uruguayan financial products including loans, credit c…
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| 34577 |
NocoDB MCP Server
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Enables direct integration with NocoDB databases from Cursor IDE, providing com…
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| 34578 |
Logo.dev
Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
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| 34579 |
Frenchie
Claim
Frenchie is an MCP-first multimodal utility for AI agents.
It helps agents wor…
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| 34580 |
Browse Power BI workspaces, run DAX queries, and page through large results.
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| 34581 |
Query Table MCP Server
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Enables querying financial data tables from Chinese financial websites (Tonghua…
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| 34582 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 34583 |
suna
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| 34584 | — | |||||||||
| 34585 |
qtcl-mcp-server
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Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…
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| 34586 |
ShaBaas Pay MCP Server
Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
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| 34587 |
mcp-microsoft-todo
Claim
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
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| 34588 |
kje-mcp
Claim
MCP server that enables Claude.ai to interact with Jim Brain's persistent memor…
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| 34589 |
Multi-source search across code registries (GitHub, npm, PyPI), academic indexe…
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| 34590 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
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| 34591 |
Financial Research
Claim
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
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| 34592 |
Gmail MCP Server
Claim
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
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| 34593 |
date-calculator-ai-mcp
Claim
date-calculator-ai-mcp MCP server by MEOK AI Labs
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| 34594 |
Office Whisperer
Claim
Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
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| 34595 |
Recast MCP
Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
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| 34596 |
mcp-code-sanitizer
Claim
Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.
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| 34597 |
context7
Claim
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| 34598 |
Dev Memory MCP Server
Claim
Persistent development memory server that automatically captures and organizes …
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| 34599 |
MCP server for Site Spy — lets AI agents monitor websites for changes
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| 34600 |
NotebookLM MCP Server
Claim
Enables interaction with Google's NotebookLM through natural language, allowing…
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