MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5851
lumalabs
Luma API MCP ⚡ Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 5⁄5 ◉ ⏳ 80 60 — 42 80 90
5852
SAIPRANAY-GANGULA
Provides comprehensive access to Angular documentation with 84 topics across 15…
B 72 5⁄5 ◉ ⏳ 78 58 — 38 81 97
5853
K02D
Enables comprehensive analysis of CSV files and SQLite databases through tools …
B 72 5⁄5 ◉ ⏳ 60 82 N/A 22 95 90
5854
ericbrown
project-context-mcp ⚡ Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 5⁄4 ◉ ⏳ 64 38 N/A 71 92 100
5855
betancur
Keynote-MCP Claim 1
A Model Context Protocol server that enables AI assistants to control Keynote p…
B 72 5⁄4 ◉ ⏳ 75 53 N/A 41 95 92
5856
TehilaTheStudent
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
B 72 5⁄4 ◉ ⏳ 66 72 N/A 32 84 100
5857
conarti
mattermost-mcp ⚡ Claim 2
MCP server for Mattermost API. List channels, read/post messages, manage thread…
B 72 5⁄5 ◉ ⏳ 75 68 — 31 80 98
5858
meetdhanani17
xgmem ⚡ Claim 2
A TypeScript-based MCP server that provides project-specific knowledge graph me…
B 72 5⁄5 ◉ ⏳ 94 83 — 43 82 44
5859
Ackberry
Enables control of Spotify playback, search, and playlist management through MC…
B 72 5⁄5 ◉ ⏳ 78 63 — 30 81 100
5860
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 5⁄5 ◉ ⏳ 80 60 — 37 82 92
5861
kentaroh7777
MCP Todoist Claim 1
A Model Context Protocol server implementation compatible with Todoist API, all…
B 72 5⁄5 ◉ ⏳ 63 70 — 51 81 95
5862
guangxiangdebizi
XLSX Reader MCP ⚡ Claim 1
A Model Context Protocol server that enables reading and analyzing Excel docume…
B 72 5⁄5 ◉ ⏳ 81 100 — 33 81 46
5863
Rahulec08
MCP Appium Server ⚡ Claim
A Model Context Protocol (MCP) server that enables mobile app automation using …
B 72 5⁄4 ◉ ⏳ 90 28 N/A 55 95 90
5864
QiPanTanYi
Enables natural language database operations on MySQL databases with AI integra…
B 72 5⁄4 ◉ ⏳ 80 58 N/A 24 95 88
5865
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 5⁄4 ◉ ⏳ 78 53 N/A 22 95 100
5866
gerbal
Allows LLMs to integrate with Linear's issue tracking system, enabling them to …
B 72 5⁄5 ◉ ⏳ 84 67 — 21 81 95
5867
Text2Go
Helps refine AI-generated content to sound more natural and human-like. Built w…
B 72 5⁄5 ◉ ⏳ 94 52 — 41 81 82
5868
Anika536
MCP Test Server ⚡ Claim
A comprehensive testing server for validating MCP scanner tools and implementat…
B 72 5⁄5 ◉ ⏳ 84 45 — 46 81 99
5869
Cleversoft-IT
This TypeScript-based MCP server implements a simple notes system, allowing the…
B 72 5⁄5 ◉ ⏳ 94 58 — 20 80 94
5870
axelterrier
Plex Assistant MCP ⚡ Claim
Enables users to manage and control their Plex media library through natural la…
B 72 5⁄5 ◉ ⏳ 78 66 — 21 81 100
5871
Stellarhold170NT
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
B 72 5⁄5 ◉ ⏳ 82 62 — 27 82 95
5872
edenking0621-png
Enables secure interaction with Notion through a suite of tools for searching, …
B 72 5⁄5 ◉ ⏳ 78 68 — 27 82 91
5873
itzdaimy
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
B 72 5⁄5 ◉ ⏳ 66 61 N/A 50 82 99
5874
azharlabs
MCP Jupyter Server ⚡ Claim
Enables inspection and editing of Jupyter notebook files (.ipynb) through tools…
B 72 5⁄5 ◉ ⏳ 78 82 N/A 42 95 51
5875
dpdanpittman
Integrates the Quint formal specification language into LLM workflows for acces…
B 72 5⁄4 ◉ ⏳ 72 62 N/A 35 90 95
5876
photoxpedia
bolor-brain-mcp ⚡ Claim 2
Cognitive architecture MCP server with memory, learning, and contextual underst…
B 72 5⁄5 ◉ ⏳ 78 91 N/A 61 88 30
5877
muxuuu
TalkToAnki ⚡ Claim 3
An MCP server that enables AI assistants to seamlessly manage Anki flashcards, …
B 72 5⁄5 ◉ ⏳ 49 82 N/A 48 92 86
5878
nazroll
A physics-aware inline skating combo generator that models moves as state trans…
B 72 5⁄4 ◉ ⏳ 66 42 N/A 73 92 94
5879
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 5⁄4 ◉ ⏳ 94 27 N/A 53 90 91
5880
vamsikiran353-gif
Enables interaction with Google Slides presentations through OAuth2 authenticat…
B 72 5⁄5 ◉ ⏳ 78 63 — 26 81 99
5881
rsdouglas
janee ⚡ Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 5⁄4 ◉ ⏳ 64 33 N/A 84 95 93
5882
smogili1
Loop MCP Server ⚡ Claim 1
Enables LLMs to process arrays item-by-item or in batches with a specific task,…
B 72 5⁄4 ◉ ⏳ 78 55 N/A 29 94 96
5883
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 5⁄5 ◉ ⏳ 65 73 — 43 81 94
5884
PancrePal-xiaoyibao
ChiCTR MCP Server ⚡ Claim
Enables querying clinical trial information from the Chinese Clinical Trial Reg…
B 72 5⁄5 ◉ ⏳ 88 100 — 45 81 30
5885
septemhill
Etherscan MCP Tool ⚡ Claim 1
A tool that enables users to interact with blockchain data to retrieve token to…
B 72 5⁄5 ◉ ⏳ 78 63 — 39 76 94
5886
RagingOrangutan
rootvine-mcp Claim 1
Cross-platform music and game resolution for AI agents across 15+ platforms.
B 72 5⁄5 ◉ ⏳ 66 62 N/A 59 82 89
5887
manolaz
Find nearby hospitals and clinics that match specific patient needs. Access rea…
B 72 5⁄5 ◉ ⏳ 86 62 N/A 38 80 86
5888
Shawnzheng011019
An MCP server designed to assist with generating, converting, and translating M…
B 72 5⁄5 ◉ ⏳ 79 52 — 52 80 91
5889
H4RR1SON
Provides access to the Covertlabs infostealer intelligence platform to search f…
B 72 5⁄5 ◉ ⏳ 84 46 — 44 81 97
5890
naki0227
auto-cm-director ⚡ Claim
An autonomous video director that generates promotional videos for software pro…
B 72 5⁄4 ◉ ⏳ 84 52 N/A 33 90 90
5891
Nexus-Router
nexus Claim
Govern & Secure your AI
B 72 6⁄4 ◉ ⏳ 92 67 0 84 95 100
5892
LostInBrittany
A domain-specific MCP server that provides optimized API access to the RAGmonst…
B 72 5⁄5 ◉ ⏳ 80 58 — 36 80 96
5893
dheersingh1973
MCP MySQL Server ⚡ Claim
Enables interaction with MySQL databases through MCP, supporting query executio…
B 72 5⁄5 ◉ ⏳ 84 100 — 24 81 48
5894
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 5⁄5 ◉ ⏳ 72 72 — 29 81 94
5895
Meerkats-Ai
A Model Context Protocol server that integrates with NeverBounce API to validat…
B 72 5⁄5 ◉ ⏳ 77 68 — 21 81 100
5896
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 5⁄4 ◉ ⏳ 96 31 N/A 40 88 99
5897
akki91
Ankr API MCP Server ⚡ Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 5⁄5 ◉ ⏳ 65 72 — 33 81 100
5898
jplwunder
Provides read-only access to PostgreSQL databases with schema inspection, query…
B 72 5⁄5 ◉ ⏳ 84 66 — 24 81 92
5899
IQAIcom
MCP-ODOS ⚡ Claim 1
A Model Context Protocol server that enables AI assistants and applications to …
B 72 5⁄5 ◉ ⏳ 57 61 — 74 81 96
5900
itsablabla
Infrastructure orchestration server for deploying and managing MCP servers on F…
B 72 5⁄5 ◉ ⏳ 90 83 N/A 28 95 45
Showing 5851–5900 of 69027 servers
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