MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1701
Martinqi826
dida-mcp Claim
[Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task…
B 79 55 84 70 60 81 98
1702
chrismo
SuperDB MCP Server Claim
Enables AI assistants to execute SuperSQL queries on data files and SuperDB dat…
B 79 54 86 56 N/A 63 95 91
1703
ackness
Fetch JSONPath MCP Claim 1
Enables efficient extraction of specific data from JSON APIs using JSONPath pat…
B 79 55 96 91 27 81 84
1704
edkdev
defi-trading-mcp Claim 1
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
B 79 55 90 100 N/A 38 95 52
1705
lukeburciu
Enables users to generate professional AWS architecture diagrams, sequence diag…
B 79 55 72 100 46 81 90
1706
Aboodtt404
mcp-menesesdk Claim
19-chain DeFi gateway for AI assistants for Menese Protocol
B 79 54 84 68 N/A 55 89 91
1707
ry-ops
n8n-fabric Claim 1
Wraps n8n with an MCP server and vector storage to enable semantic search, mana…
B 79 55 90 66 64 78 93
1708
scottlepp
Jira MCP Server Claim 1
Provides AI models with full access to Jira Cloud functionality, enabling issue…
B 79 55 94 100 57 81 49
1709
googleanalytics
Official Google Analytics MCP Server
B 79 55 84 60 72 81 99
1710
fawdyinc
shellguard Claim
MCP server that gives LLM agents read-only shell access over SSH
B 79 54 76 58 N/A 73 95 97
1711
alBERT-launcher
Integration server that enables interaction with Google services including Gmai…
B 79 55 96 68 38 80 100
1712
whitebirchio
Enables integration with Monarch Money to query financial data, analyze spendin…
B 79 54 84 68 N/A 46 90 99
1713
aslamanver
Enables AI assistants to interact with Clockify time tracking API to manage tim…
B 79 55 82 72 54 80 100
1714
arunsanna
AWS Sage Claim 2
A unified MCP server for AWS that enables natural language infrastructure manag…
B 79 55 84 82 68 81 76
1715
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1716
pijusz
mcp-sanity-images Claim 1
MCP server for uploading local images to Sanity CMS
B 79 44 57 N/A N/A 73 95 97
1717
yun8711
Element-UI MCP Server Claim 1
Provides comprehensive Element-UI v2.15.14 component documentation including pr…
B 79 55 90 100 44 81 65
1718
Ansvar-Systems
turkish-law-mcp Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 91
1719
peerjakobsen
AudioGen MCP Server Claim 1
Enables users to generate sound effects from text descriptions using Meta's Aud…
B 79 54 90 61 N/A 59 88 94
1720
YonasValentin
Searches top design platforms like Dribbble and Behance to provide UI inspirati…
B 79 54 88 65 58 89 90
1721
gregario
onepiece-oracle Claim
One Piece TCG card search, deck analysis, cost curves, leader browsing, and cou…
B 79 54 82 60 N/A 56 95 97
1722
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1723
naotaka3
Enables Claude to interact with Google Calendar through natural language, provi…
B 79 55 78 72 73 81 90
1724
cordlesssteve
Token Analyzer MCP Claim
Provides intelligent analysis of token usage patterns and optimization recommen…
B 79 54 90 71 N/A 37 90 96
1725
verygoodplugins
MCP Toggl Server Claim
Enables time tracking and reporting through Toggl Track integration with intell…
B 79 55 90 68 54 81 98
1726
laf-rge
QuickBooks MCP Claim 1
Enables financial professionals to interact with QuickBooks Online using natura…
B 79 55 79 100 56 75 79
1727
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1728
gogogadgetbytes
smart-connections Claim 1
MCP server for Obsidian Smart Connections. Semantic search using your vault's e…
B 79 54 79 65 N/A 52 95 97
1729
Damien829
Aipaygen Claim
Offers an extensive collection of utilities for research, web scraping, and pro…
B 79 66 100 80 59 55 81 91
1730
ham0215
A configurable proxy that filters GitHub MCP server tools via YAML whitelist, r…
B 79 55 92 68 50 80 99
1731
chenhunghan
Garmin MCP App Claim 1
An MCP server featuring an interactive React UI for Garmin Connect integration.…
B 79 54 65 73 N/A 75 90 96
1732
idoyudha
mcp-keycloak Claim
Managing Keycloak identity and access management
B 79 55 76 82 60 81 93
1733
spyrae
claude-concilium Claim
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrappi…
B 79 54 72 77 N/A 57 95 91
1734
redpanda-data
docs-mcp Claim
Get authoritative answers about Redpanda documentation and search API reference…
B 79 66 76 86 94 30 80 92
1735
Tommertom
plugwise-mcp Claim
TypeScript-based smart home automation server for Plugwise devices with automat…
B 79 54 84 68 N/A 48 95 93
1736
indigoprotocol
Cardano MCP Claim
<p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
B 79 54 78 60 N/A 67 95 96
1737
consigcody94
Enables automation and management of TP-Link BE3600 routers through browser aut…
B 79 54 94 43 N/A 56 95 100
1738
sammcj
mcp-data-extractor Claim 3
A Model Context Protocol server that extracts embedded data (such as i18n trans…
B 79 55 75 100 N/A 66 90 58
1739
laundromatic
shopgraph Claim 1
Structured product data from the open web — Schema.org + AI extraction for e-co…
B 79 66 71 80 94 37 90 92
1740
everaldo
mcp-mistral-ocr Claim
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
B 79 55 90 68 51 80 100
1741
datagen24
An MCP server that interfaces with the World Anvil API to facilitate AI-assiste…
B 79 55 71 87 49 82 100
1742
juyoung-won
figma-context-mcp Claim
B 79 54 78 72 N/A 63 90 87
1743
stat-guy
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
B 79 55 90 100 N/A 43 95 52
1744
kgprs
Provides tools to search and retrieve Google Gemini API documentation.
B 79 55 66 100 46 86 88
1745
cexll
Codex MCP Server Claim 1
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
B 79 54 84 65 N/A 67 90 89
1746
VelixarAi
memory Claim
Persistent memory for AI assistants. Store, search, and recall across sessions.
B 79 54 90 68 N/A 58 83 91
1747
houtini-ai
Enables searching Google's Knowledge Graph for real-world entities via two tool…
B 79 54 94 56 62 83 94
1748
gregario
mtg-oracle Claim
Magic: The Gathering card search, rules lookup, deck analysis, price data, and …
B 79 54 76 58 N/A 72 94 97
1749
tandemai-inc
rdkit-mcp-server Claim
MCP server that enables language models to interact with RDKit through natural …
B 79 54 90 58 N/A 58 94 91
1750
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
Showing 1701–1750 of 66402 servers
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