MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8901
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 5⁄5 ◉ ⏳ 66 100 — 53 81 32
8902
mgraczyk
JSON Query MCP Claim 1
A Model Context Protocol server for querying large JSON files using JSONPath ex…
C 68 5⁄5 ◉ ⏳ 55 100 N/A 28 95 46
8903
zxfgds
MCP Toolkit Claim 1
A comprehensive Model Context Protocol server implementation that enables AI as…
C 68 5⁄5 ◉ ⏳ 78 72 — 13 71 92
8904
MaheshDoiphode
An MCP server that provides access to project files and their contents, allowin…
C 68 5⁄4 ◉ ⏳ 63 55 N/A 36 87 93
8905
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 5⁄5 ◉ ⏳ 66 63 — 21 81 99
8906
seomentor
WordPress MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to manage WordPress …
C 68 5⁄5 ◉ ⏳ 57 56 — 47 81 98
8907
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 5⁄5 ◉ ⏳ 76 87 N/A 26 95 40
8908
rookiejefren
AutoDev MCP Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
C 68 5⁄4 ◉ ⏳ 66 58 N/A 34 87 89
8909
cg3-llc
prior ⚡ Claim
Shared knowledge base for AI agents. Search and contribute solutions to technic…
C 68 5⁄5 ◉ ⏳ 88 10 — 68 81 96
8910
poly-mcp
Transforms Blender into an MCP server with 50+ tools for AI-driven 3D workflows…
C 68 5⁄4 ◉ ⏳ 90 26 N/A 42 95 82
8911
MinecraftCodeFoundary
Connects AI agents to Minecraft servers via RCON to execute commands, monitor l…
C 68 5⁄5 ◉ ⏳ 66 46 — 46 80 99
8912
mylxsw
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
C 68 5⁄5 ◉ ⏳ 76 46 — 39 80 91
8913
sachitrafa
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
C 68 5⁄4 ◉ ⏳ 78 53 N/A 30 80 92
8914
jsonallen
A collection of Laravel helper tools for integration with Cursor IDE, providing…
C 68 5⁄4 ◉ ⏳ 72 36 N/A 43 87 98
8915
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 5⁄5 ◉ ⏳ 78 50 — 29 81 93
8916
florenciakabas
xai-toolkit ⚡ Claim
Provides deterministic, plain-English narratives explaining machine learning mo…
C 68 5⁄4 ◉ ⏳ 60 58 N/A 32 95 91
8917
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 5⁄5 ◉ ⏳ 60 68 — 50 81 79
8918
rugvedp
Twitter Marketing MCP
C 68 5⁄5 ◉ ⏳ 66 62 — 34 81 90
8919
kirha-ai
Enables execution of crypto-related tool planning through Kirha AI's API with c…
C 68 5⁄5 ◉ ⏳ 78 68 — 21 81 79
8920
abhinavnatarajan
sqlite-reader-mcp ⚡ Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 5⁄4 ◉ ⏳ 74 35 N/A 37 95 96
8921
cr7258
MCP Server implementation that provides Elasticsearch interaction
C 68 5⁄4 ◉ ⏳ 61 35 N/A 81 75 99
8922
block
Xcode Index MCP ⚡ Claim
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
C 68 5⁄4 ◉ ⏳ 60 38 N/A 50 95 96
8923
mixelpixx
Edit-MCP Claim 1
A Model Context Protocol server that integrates with Microsoft's Edit tool, all…
C 68 5⁄5 ◉ ⏳ 81 41 — 37 81 95
8924
neutrinotek
Enables orchestration of ComfyUI workflows through natural language by discover…
C 68 5⁄5 ◉ ⏳ 60 82 — 24 81 81
8925
pickstar-2002
Mermaid Chart MCP ⚡ Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 5⁄5 ◉ ⏳ 72 57 — 45 81 81
8926
TharakaJayz
Enables AI-powered conversations about resume/CV content and email notification…
C 68 5⁄5 ◉ ⏳ 72 61 — 21 81 94
8927
AgriciDaniel
A self-contained MCP server plugin that connects WordPress to AI, providing 58 …
C 68 5⁄4 ◉ ⏳ 84 0 — 76 91 95
8928
tristan-kkim
Discord MCP Server ⚡ Claim
Enables interaction with Discord through the Model Context Protocol, providing …
C 68 5⁄5 ◉ ⏳ 90 58 — 40 81 57
8929
xraywu
Leverages large language models to analyze users' WeGene genetic testing report…
C 68 5⁄5 ◉ ⏳ 94 41 — 20 76 93
8930
mustafahasankhan
DuckDB MCP Server ⚡ Claim 1
A Model Context Protocol server implementation that connects AI assistants to D…
C 68 5⁄5 ◉ ⏳ 81 28 — 56 82 91
8931
GtOkAi
Enables persistent memory and semantic search for development workflows with hi…
C 68 5⁄5 ◉ ⏳ 88 41 — 39 82 81
8932
RaghavanSV
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
C 68 5⁄4 ◉ ⏳ 60 56 N/A 25 92 100
8933
Kush36Agrawal
Enables video editing using natural language commands powered by FFmpeg, suppor…
C 68 5⁄4 ◉ ⏳ 78 45 N/A 21 95 89
8934
Olson3R
Confluence MCP Server ⚡ Claim 2
A Model Context Protocol server that provides secure access to Atlassian Conflu…
C 68 5⁄5 ◉ ⏳ 75 57 — 23 80 95
8935
Wladastic
AutoProbeMCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
C 68 5⁄5 ◉ ⏳ 75 82 — 49 81 44
8936
Luorivergoddess
MCP Geometry Server ⚡ Claim 1
An MCP server that enables AI models to generate precise geometric images by pr…
C 68 5⁄5 ◉ ⏳ 69 100 N/A 20 95 35
8937
namp10010
Notes MCP Server ⚡ Claim
A local note-taking server that provides intelligent management of markdown fil…
C 68 5⁄4 ◉ ⏳ 84 28 N/A 38 90 91
8938
dryeab
mcp-telegram ⚡ Claim 2
MCP Server for Telegram
C 68 5⁄5 ◉ ⏳ 77 40 N/A 54 80 89
8939
rftsngl
SpaceX MCP ⚡ Claim
Provides access to live SpaceX data including latest launches, upcoming launche…
C 68 5⁄5 ◉ ⏳ 72 51 — 40 81 89
8940
j4th
MTG MCP Server ⚡ Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 5⁄5 ◉ ⏳ 72 10 — 87 81 100
8941
RandyNorthrup
Enables comprehensive Windows desktop automation including screen capture, OCR …
C 68 5⁄4 ◉ ⏳ 90 61 N/A 67 95 15
8942
obrien-matthew
Tarkov MCP Server ⚡ Claim
Provides comprehensive access to Escape from Tarkov game data, including item s…
C 68 5⁄5 ◉ ⏳ 84 27 — 42 83 97
8943
jlucaso1
Provides secure execution of arbitrary JavaScript code within a sandboxed Quick…
C 68 5⁄4 ◉ ⏳ 60 61 N/A 27 90 97
8944
YeomYuJun
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
C 68 5⁄5 ◉ ⏳ 86 63 — 45 81 56
8945
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 5⁄5 ◉ ⏳ 78 53 — 24 81 94
8946
Blvckjs96
MemoVault ⚡ Claim
A personal memory system that provides AI assistants with long-term memory capa…
C 68 5⁄5 ◉ ⏳ 60 55 — 51 82 92
8947
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 5⁄5 ◉ ⏳ 84 82 N/A 25 95 32
8948
Origin-Digital-LLC
acme-mcp ⚡ Claim
A nested MCP system that demonstrates server composition by using an orchestrat…
C 68 5⁄5 ◉ ⏳ 78 53 — 30 76 94
8949
clsung
Taiwan Stock Agent ⚡ Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 5⁄5 ◉ ⏳ 78 36 — 40 81 98
8950
canvrno
Proxmox MCP Server ⚡ Claim 1
A Python-based server enabling interaction with Proxmox hypervisors. It support…
C 68 5⁄5 ◉ ⏳ 50 68 — 41 80 100
Showing 8901–8950 of 69070 servers
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