MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8751
jlucaso1
Provides secure execution of arbitrary JavaScript code within a sandboxed Quick…
C 68 54 60 61 N/A 27 90 97
8752
Nicolasvegam
Boma MCP Claim 1
An MCP server designed to manage meeting room reservations on the Boma platform…
C 68 55 63 60 35 76 100
8753
danhussey
An MCP service for interacting with Transport NSW's API that enables users to f…
C 68 55 84 37 47 80 86
8754
rlagudals95
Figma MCP Server Claim
Gives AI-powered coding tools like Cursor, Windsurf, and Cline access to Figma …
C 68 55 54 70 48 80 89
8755
sailay1996
Enables cost-effective repository analysis, code search, file editing, and task…
C 68 55 72 82 25 81 67
8756
TomasRodriguez2002
A project that integrates Model Control Protocol with OpenAI's API, allowing Op…
C 68 55 66 57 34 80 100
8757
rijkvanzanten
Directus MCP Server Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 55 59 57 49 81 96
8758
mofumofu3n
Enables web search capabilities by integrating with the local gemini-cli tool. …
C 68 54 66 55 N/A 26 87 100
8759
libra850
Enables interaction with Obsidian vaults through MCP, supporting note creation …
C 68 55 72 100 N/A 45 95 14
8760
Tytt
Enables AI assistants to manage Zentao bugs, requirements, and test cases throu…
C 68 55 72 66 34 76 83
8761
droidnext
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
C 68 54 60 48 N/A 40 95 96
8762
markswendsen-code
taskrabbit Claim 2
MCP server for TaskRabbit - let AI agents book home services and taskers
C 68 54 51 66 N/A 25 90 100
8763
arrow2nd
tako-mcp Claim 1
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
C 68 55 65 62 34 76 100
8764
sdi2200262
eClass MCP Server Claim 1
An MCP server that enables AI agents to authenticate with and interact with Ope…
C 68 55 75 63 37 76 79
8765
rayenamer
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 54 66 50 N/A 21 95 100
8766
ALGeek01
Java Testing Agent Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 54 84 31 N/A 21 95 96
8767
Jake-loranger
Enables interaction with the Algorand blockchain network including account mana…
C 68 55 78 100 23 81 40
8768
sushma9903
Provides real-world tools for weather data, stock market information, and inter…
C 68 55 72 52 24 81 100
8769
andrianthan
Enables AI-powered media manipulation including face swapping for videos and ph…
C 68 55 60 72 30 81 92
8770
armmac1
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
C 68 55 60 70 21 81 100
8771
izzzzzi
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
C 68 55 49 82 N/A 78 95 37
8772
wyattjoh
calendar-mcp Claim 1
MCP server for accessing macOS Calendar events
C 68 54 57 58 N/A 34 90 98
8773
HelicopterHelicopter
Outline MCP Server Claim 2
An MCP server that enables reading, writing, and searching documents in Outline…
C 68 55 63 63 23 82 99
8774
wiltshirek
MCP IDE Bridge Claim
A stateless MCP server that enables real-time, bidirectional messaging and coll…
C 68 55 78 43 50 81 87
8775
jimpick
A Model Context Protocol server that allows creation and management of multiple…
C 68 55 69 56 30 78 98
8776
NewAITees
TaskMateAI Claim 2
AI-driven task management application that operates via MCP, enabling autonomou…
C 68 54 86 57 N/A 43 89 53
8777
misbahsy
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
C 68 55 78 31 49 81 99
8778
rahulkanagaraj786
Enables interaction with ResilientDB blockchain through smart contract operatio…
C 68 55 78 52 22 81 94
8779
yujaeyun
learnlog-mcp Claim
C 68 54 56 56 N/A 41 92 92
8780
block
Square MCP Server Claim
A server that enables interaction with Square's API via Goose, supporting queri…
C 68 55 80 38 59 80 80
8781
templetwo
The Sovereign Stack: MCP server binding local AI capabilities with governance p…
C 68 54 72 30 N/A 60 95 85
8782
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
8783
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 55 84 82 N/A 25 95 32
8784
tatn
A Model Context Protocol server that provides web content fetching and conversi…
C 68 55 63 51 40 81 100
8785
theoklitosBam7
Automatically generates conventional commit messages from staged git changes an…
C 68 55 70 31 70 82 93
8786
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
8787
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
8788
Alosies
GitLab MCP Server Claim
A TypeScript MCP server that provides integration with GitLab's REST API, allow…
C 68 55 88 32 81 82 61
8789
orkuhh
Memory MCP Server Claim
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
C 68 54 86 28 N/A 30 90 100
8790
nftechie
AI-powered multisport coaching — workouts, training plans, and performance anal…
C 68 54 72 41 N/A 43 83 97
8791
ToKiDoO
Provides AI agents with complete web search, crawling, and RAG capabilities thr…
C 68 55 88 31 43 81 91
8792
ggiraudon
Email MCP Server Claim
Enables interaction with email servers through IMAP protocol for managing email…
C 68 55 80 52 21 81 92
8793
tjx666
vscode-mcp Claim 1
MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functional…
C 68 54 57 58 N/A 58 95 70
8794
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8795
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 55 78 53 24 81 94
8796
RaghavanSV
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
C 68 54 60 56 N/A 25 92 100
8797
mustafahasankhan
DuckDB MCP Server Claim 1
A Model Context Protocol server implementation that connects AI assistants to D…
C 68 55 81 28 56 82 91
8798
hugobiais
Wordware MCP Server Claim 1
A Model Context Protocol server implementation that integrates Wordware flows a…
C 68 54 77 35 N/A 40 95 85
8799
deepsuthar496
A Model Context Protocol server that enables remote execution of shell commands…
C 68 55 75 100 39 69 43
8800
OnePieceLwc
Mind Map MCP Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 55 86 66 23 81 68
Showing 8751–8800 of 33537 servers
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