MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45051 |
test-calendar
Claim
|
— | ||||||||
| 45052 |
mcp-server-jis
Claim
MCP server for jis: bilateral intent identity verification. Enables users to ve…
|
— | ||||||||
| 45053 |
test
Claim
|
— | ||||||||
| 45054 |
Search Federal Acquisition Regulations (FAR) for government contracting.
|
— | ||||||||
| 45055 |
mcp-linux-ops
Claim
Enables LLMs to execute shell commands and perform file operations on a Linux s…
|
— | ||||||||
| 45056 |
business-card-watchdog
Claim
Business Card Watchdog is an installable, user-scoped service for processing la…
|
— | ||||||||
| 45057 |
Linkonda
Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
|
— | ||||||||
| 45058 |
Pexafy
Claim
Stock photo search: by description, by example image, or more like this.
|
— | ||||||||
| 45059 |
Pixl
Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
|
— | ||||||||
| 45060 |
mcp-server-check
Claim
An MCP server that provides 263 tools for managing payroll operations including…
|
— | ||||||||
| 45061 |
upnote-mcp
Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
|
— | ||||||||
| 45062 |
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
|
— | ||||||||
| 45063 |
agent-wiki
Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
|
— | ||||||||
| 45064 |
python-docs-mcp-server
Claim
Local, read-only retrieval over official Python standard library docs with exac…
|
— | ||||||||
| 45065 |
Groot DataKG MCP Server
Claim
MCP server for enabling data extraction and context retrieval for agents, stori…
|
— | ||||||||
| 45066 |
memory-mcp
Claim
Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
|
— | ||||||||
| 45067 |
Magic Insights
Claim
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
|
— | ||||||||
| 45068 |
simple-mcp
Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
|
— | ||||||||
| 45069 |
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
|
— | ||||||||
| 45070 |
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
|
— | ||||||||
| 45071 |
Bokicast MCP Server
Claim
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
|
— | ||||||||
| 45072 |
Deep Research MCP Server
Claim
Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
|
— | ||||||||
| 45073 |
plainweave
Claim
Enables tracing code entities through requirements to strategic goals, surfacin…
|
— | ||||||||
| 45074 |
RLM-Mem MCP Server
Claim
An MCP server implementing the TRUE Recursive Language Model technique for mana…
|
— | ||||||||
| 45075 |
clawmem-mcp-server
Claim
An MCP server that leverages a GitHub-compatible API as a durable memory store …
|
— | ||||||||
| 45076 |
openflowkit-mcp
Claim
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
|
— | ||||||||
| 45077 |
fallbookspractice-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
|
— | ||||||||
| 45078 |
notion-enhanced
Claim
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
|
— | ||||||||
| 45079 |
agentmart
Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
|
— | ||||||||
| 45080 |
SAP Ariba MCP Server
Claim
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
|
— | ||||||||
| 45081 |
Peliqan MCP Server
Claim
Enables AI assistants to interact with the Peliqan platform, providing access t…
|
— | ||||||||
| 45082 |
A comprehensive MCP server that gives AI assistants full control over your desk…
|
— | ||||||||
| 45083 |
Gorgias MCP Server
Claim
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
|
— | ||||||||
| 45084 |
confluence-rag-mcp
Claim
Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
|
— | ||||||||
| 45085 |
openmemory-rag-mcp
Claim
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
|
— | ||||||||
| 45086 |
Alpaca MCP Split
Claim
Splits the Alpaca trading MCP server into two smaller servers (data and orders)…
|
— | ||||||||
| 45087 |
gptbpts
Claim
|
— | ||||||||
| 45088 |
Automates Salesforce via browser using Playwright with persistent session. Supp…
|
— | ||||||||
| 45089 |
json-rpc
Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
|
— | ||||||||
| 45090 |
test-smithery-server
Claim
|
— | ||||||||
| 45091 |
notion-slim
Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
|
— | ||||||||
| 45092 |
svg2vector-mcp
Claim
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
|
— | ||||||||
| 45093 |
mcp-server-langfuse
Claim
MCP server for Langfuse Prompt Management that enables listing and retrieving L…
|
— | ||||||||
| 45094 |
Zoho Mail MCP Server
Claim
Provides full access to Zoho Mail accounts, enabling email search, read, send, …
|
— | ||||||||
| 45095 |
QuantJourney MCP Server
Claim
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
|
— | ||||||||
| 45096 |
Elastic MCP Server
Claim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
|
— | ||||||||
| 45097 |
quantjobs
Claim
Enables conversational management of quant job search, tailored CV generation, …
|
— | ||||||||
| 45098 |
Tableau MCP
Claim
Enables AI applications to interact with Tableau for querying data, exploring c…
|
— | ||||||||
| 45099 |
Tuba Workflow MCP Server
Claim
This MCP server bridges to the Tuba.ai platform, enabling programmatic control …
|
— | ||||||||
| 45100 |
Enables AI assistants to generate images via Grok Imagine by automating the web…
|
— | ||||||||