MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45051 N/A N/A 95
45052
jaspertvdm
MCP server for jis: bilateral intent identity verification. Enables users to ve…
45053
thiagozf
test Claim
N/A N/A 95
45054
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
N/A N/A 81
45055
zql78
Enables LLMs to execute shell commands and perform file operations on a Linux s…
N/A N/A
45056
CochranResearchGroup
Business Card Watchdog is an installable, user-scoped service for processing la…
N/A N/A
45057
mahmoudhalimeh
Linkonda Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
N/A N/A
45058
Pexafy
Pexafy Claim
Stock photo search: by description, by example image, or more like this.
45059
ishk9
Pixl Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
N/A N/A
45060
check-technologies
An MCP server that provides 263 tools for managing payroll operations including…
N/A N/A
45061
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
N/A N/A
45062
observer-protocol
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
45063
xinhuagu
agent-wiki Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
N/A N/A
45064
ayhammouda
Local, read-only retrieval over official Python standard library docs with exac…
N/A N/A
45065
bertinm
MCP server for enabling data extraction and context retrieval for agents, stori…
N/A N/A
45066
brianchilders
memory-mcp Claim
Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
45067
andrewchmr
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
45068
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
45069
bitcard1-art
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
45070
pipeworx-io
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
45071
lambda-tuber
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
N/A N/A
45072
bsaajith-droid
Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
45073
foundryside-dev
plainweave Claim
Enables tracing code entities through requirements to strategic goals, surfacin…
45074
mosif16
An MCP server implementing the TRUE Recursive Language Model technique for mana…
N/A N/A
45075
clawmem-ai
An MCP server that leverages a GitHub-compatible API as a durable memory store …
N/A N/A
45076
Vrun-design
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
N/A N/A
45077
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
45078
davidlinjiahao
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
N/A N/A
45079
ai-gaoqian
agentmart Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
45080
satya01-sap
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
45081
Peliqan-io
Enables AI assistants to interact with the Peliqan platform, providing access t…
N/A N/A
45082
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
N/A N/A
45083
mattcoatsworth
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
45084
titulus
Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
N/A N/A
45085
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
N/A N/A
45086
Schmoll86
Splits the Alpaca trading MCP server into two smaller servers (data and orders)…
N/A N/A
45087
caoyezoor
gptbpts Claim
N/A N/A 95
45088
Deviank88
Automates Salesforce via browser using Playwright with persistent session. Supp…
N/A N/A
45089
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
N/A N/A 95
45090 N/A N/A 95
45091
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
45092
SuLG-ik
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
N/A N/A
45093
PaulaRecaj
MCP server for Langfuse Prompt Management that enables listing and retrieving L…
45094
ludoplex
Provides full access to Zoho Mail accounts, enabling email search, read, send, …
N/A N/A
45095
QuantJourneyOrg
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
45096
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
81
45097
Kav-png
quantjobs Claim
Enables conversational management of quant job search, tailored CV generation, …
N/A N/A
45098
marcushojww
Tableau MCP Claim
Enables AI applications to interact with Tableau for querying data, exploring c…
N/A N/A
45099
DevisionX
This MCP server bridges to the Tuba.ai platform, enabling programmatic control …
N/A N/A
45100
laruss
Enables AI assistants to generate images via Grok Imagine by automating the web…
N/A N/A
Showing 45051–45100 of 66518 servers
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