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
8951
gts360
Django MCP Server ⚡ Claim 1
An implementation of the Model Context Protocol for Django that enables AI agen…
C 68 5⁄5 ◉ ⏳ 72 60 — 59 81 62
8952
StacklokLabs
Transforms CSV data into beautiful visualizations including line charts, bar gr…
C 68 5⁄5 ◉ ⏳ 72 36 — 72 81 82
8953
JoJoJotarou
AskUserQuestionPlus ⚡ Claim 1
An MCP server that enables LLMs to ask users questions through a web interface …
C 68 5⁄4 ◉ ⏳ 63 28 — 70 95 88
8954
HelicopterHelicopter
Outline MCP Server ⚡ Claim 2
An MCP server that enables reading, writing, and searching documents in Outline…
C 68 5⁄5 ◉ ⏳ 63 63 — 23 82 99
8955
makeplane
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
C 68 5⁄5 ◉ ⏳ 75 26 N/A 79 81 87
8956
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 5⁄5 ◉ ⏳ 66 100 — 53 81 32
8957
jasnonaz
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
C 68 5⁄5 ◉ ⏳ 78 91 — 30 80 42
8958
OnePieceLwc
Mind Map MCP ⚡ Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 5⁄5 ◉ ⏳ 86 66 — 23 81 68
8959
rftsngl
Provides access to the Mediastack News API, enabling users to fetch the latest …
C 68 5⁄5 ◉ ⏳ 78 43 — 39 81 92
8960
gxjansen
Transistor ⚡ Claim
Interact with the Transistor.fm API to manage podcasts and episodes.
C 68 6⁄4 ◉ ⏳ 90 73 0 47 95 99
8961
jlucaso1
Provides secure execution of arbitrary JavaScript code within a sandboxed Quick…
C 68 5⁄4 ◉ ⏳ 60 61 N/A 27 90 97
8962
HumanSignal
Create, manage, and automate Label Studio projects, tasks, and predictions for …
C 68 5⁄5 ◉ ⏳ 66 48 — 46 80 98
8963
occasionallysomebody
A zero-dependency MCP server that provides a persistent personal knowledge base…
C 68 5⁄4 ◉ ⏳ 78 33 N/A 27 95 100
8964
infinitimeless
LMStudio-MCP Claim
A bridge that allows Claude to communicate with locally running LLM models via …
C 68 5⁄4 ◉ ⏳ 60 41 N/A 51 92 99
8965
cerebralvalley
Enables discovery and submission of AI community events, hackathons, and meetup…
C 68 5⁄5 ◉ ⏳ 66 60 — 29 81 94
8966
safurrier
MCP Filesystem Server ⚡ Claim 2
A Model Context Protocol server that provides secure and intelligent interactio…
C 68 5⁄4 ◉ ⏳ 73 36 N/A 52 89 88
8967
akave-ai
Akave MCP Server ⚡ Claim
Enables AI models to interact with Akave's S3-compatible storage by providing t…
C 68 5⁄5 ◉ ⏳ 60 66 — 28 78 100
8968
balinux
Provides weather information through the Model Context Protocol, fetching real-…
C 68 5⁄5 ◉ ⏳ 72 61 — 30 76 92
8969
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 5⁄5 ◉ ⏳ 78 50 — 29 81 93
8970
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 5⁄4 ◉ ⏳ 78 30 N/A 28 95 100
8971
PashaBoiko
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
C 68 5⁄5 ◉ ⏳ 78 82 N/A 29 92 44
8972
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
8973
mybolide
mcp-probe-kit ⚡ Claim
AI-Powered Development Toolkit with 21 tools for code quality, project manageme…
C 68 5⁄5 ◉ ⏳ 90 51 N/A 85 82 31
8974
yetidevworks
An open-source alternative to BrowserMCP that enables AI assistants to interact…
C 68 5⁄4 ◉ ⏳ 78 17 N/A 51 95 100
8975
marc-shade
Provides multi-provider image generation with automatic fallback across service…
C 68 5⁄5 ◉ ⏳ 96 28 — 30 80 93
8976
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 5⁄5 ◉ ⏳ 66 63 — 21 81 99
8977
PaulCailly
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
C 68 5⁄5 ◉ ⏳ 66 67 — 27 82 91
8978
sienyaa
MCP SubMatcher ⚡ Claim 2
An MCP server that automatically renames local subtitle files to match correspo…
C 68 5⁄4 ◉ ⏳ 65 53 N/A 47 87 85
8979
NakiriYuuzu
SwaggerMcp ⚡ Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 5⁄5 ◉ ⏳ 78 72 — 42 81 57
8980
chu2bard
termlink ⚡ Claim 1
MCP server for shell and terminal operations
C 68 5⁄4 ◉ ⏳ 67 48 N/A 46 80 99
8981
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
8982
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
8983
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 5⁄5 ◉ ⏳ 76 87 N/A 26 95 40
8984
Xiyueyy
ssh-mcp-server ⚡ Claim 1
An MCP server that enables remote SSH command execution and bidirectional file …
C 68 5⁄5 ◉ ⏳ 51 68 — 45 76 100
8985
tspspi
Zotero MCP Server ⚡ Claim
Enables semantic search and management of Zotero reference libraries using Post…
C 68 5⁄5 ◉ ⏳ 84 38 — 42 82 90
8986
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 5⁄5 ◉ ⏳ 76 47 — 41 80 89
8987
MCP-100
A TypeScript-based MCP server that fetches real-time stock market data and comp…
C 68 5⁄5 ◉ ⏳ 80 100 — 20 80 39
8988
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
8989
oxgeneral
Tolk MCP Server Claim 2
MCP server for the Tolk smart contract compiler. Compile, validate, and explore…
C 68 5⁄4 ◉ ⏳ 57 60 N/A 32 92 94
8990
Nicolasvegam
Boma MCP Claim 1
An MCP server designed to manage meeting room reservations on the Boma platform…
C 68 5⁄5 ◉ ⏳ 63 60 — 35 76 100
8991
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
8992
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
8993
ross-jill-ws
Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…
C 68 5⁄5 ◉ ⏳ 78 56 — 25 81 91
8994
templetwo
The Sovereign Stack: MCP server binding local AI capabilities with governance p…
C 68 5⁄4 ◉ ⏳ 72 30 N/A 60 95 85
8995
orkuhh
Memory MCP Server ⚡ Claim
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
C 68 5⁄4 ◉ ⏳ 86 28 N/A 30 90 100
8996
Antonytm
mcp-all ⚡ Claim 1
A Model Context Protocol server to run other MCP servers
C 68 5⁄4 ◉ ⏳ 39 67 N/A 45 95 94
8997
javaDer
Sentry MCP Server ⚡ Claim 1
An MCP server that connects to Sentry.io or self-hosted Sentry instances to ret…
C 68 5⁄5 ◉ ⏳ 63 71 — 26 83 87
8998
sophia-labs
Mnemosyne MCP ⚡ Claim
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
C 68 5⁄5 ◉ ⏳ 90 35 — 37 81 89
8999
theYahia
robokassa-mcp ⚡ Claim 2
MCP server for Robokassa payment API — generate payment URLs, check invoice sta…
C 68 4⁄4 ◉ ⏳ 57 N/A N/A 58 95 59
9000
BACH-AI-Tools
Enables access to Google Maps business data including search, reviews, photos, …
C 68 5⁄5 ◉ ⏳ 56 100 — 48 81 45
Showing 8951–9000 of 69070 servers
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