MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4551
huuthangntk
Dokploy MCP Server Claim
Enables AI assistants to manage Dokploy deployments, including creating and dep…
B 74 55 66 67 60 81 94
4552
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4553
mlziade
librarian Claim 2
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
B 74 55 79 56 47 82 99
4554
bifrost-mcp
Connects AI agents to the Rippling HR/IT/Finance platform to query employees, m…
B 74 55 66 72 50 80 97
4555
mavengence
ustidnr-mcp Claim
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
B 74 55 72 61 54 82 98
4556
dend
guildbridge Claim
🏰 Remotely hosted MCP server for Discord
B 74 55 62 73 N/A 54 80 100
4557
timolein74
mcp-server Claim
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
B 74 55 72 56 66 80 99
4558
theSharque
javaperf Claim
MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). …
B 74 54 74 61 N/A 39 89 98
4559
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4560
abumalick
OpenAPI MCP Server Claim
Enables LLMs to explore and query OpenAPI specifications, allowing natural lang…
B 74 55 92 66 21 81 94
4561
JoeBuildsStuff
Jina AI MCP Server Claim
Provides access to Jina AI's web services including webpage content extraction,…
B 74 55 72 72 46 81 93
4562
sandraschi
Enables comprehensive automation and control of Notepad++ on Windows, including…
B 74 54 88 26 N/A 64 95 95
4563
Garoth
SendGrid MCP Server Claim 2
Provides an interface to manage email marketing, contact lists, dynamic templat…
B 74 55 90 68 23 78 96
4564
call518
MCP-PostgreSQL-Ops Claim
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performanc…
B 74 55 88 41 N/A 65 82 94
4565
Warren-W
Apifox MCP Claim
Enables AI assistants to automatically manage Apifox API documentation by impor…
B 74 55 86 68 42 81 82
4566
iskifogl
Slack MCP Server Claim 1
Integrates AI assistants with Slack workspaces using OAuth 2.0 authenticated us…
B 74 55 90 66 24 80 95
4567
qpd-v
MCP Word Counter Claim 2
A Model Context Protocol server that provides tools for analyzing text document…
B 74 55 75 100 N/A 37 95 45
4568
cyqlelabs
A Model Context Protocol server that empowers AI agents with metacognitive moni…
B 74 55 69 67 65 81 90
4569
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4570
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4571
Tamsi
Red Bee MCP Server Claim
Enables interaction with Red Bee Media OTT streaming platform, providing 33 too…
B 74 55 86 58 42 81 97
4572
urbushey
instant-db Claim 1
An MCP server that enables AI assistants to create and manage persistent SQLite…
B 74 54 61 61 52 94 100
4573
EdenYavin
OSV Claim
The server can be utilized for secure development by listing all packages' CVEs…
B 74 55 62 82 41 81 98
4574
NoEdgeAI
Doc2x MCP Server Claim
Enables AI assistants to parse and convert PDFs and images to structured text f…
B 74 55 66 75 55 81 92
4575
frstlvl
Enables AI assistants to interact with Obsidian vaults through vector search, v…
B 74 54 72 68 N/A 54 95 76
4576
allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server…
B 74 54 80 40 N/A 68 92 91
4577
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 55 60 72 67 82 94
4578
chadkunsman
NetBox MCP Server Claim
A read-only FastMCP server that enables AI assistants to query and retrieve net…
B 74 55 88 58 47 81 89
4579
iggredible
vim-mcp Claim
Connect Claude Code to Vim/Neovim - query state, execute commands, search help,…
B 74 54 78 67 N/A 28 90 97
4580
TheMemeBanker
nory-x402 Claim 2
x402 payment processor for AI agents. Sub-400ms settlement on Solana + 7 EVM ch…
B 74 55 90 100 N/A 32 78 52
4581
brennancheung
MCP Rewatch Claim 1
A Model Context Protocol server that enables AI coding assistants like Claude C…
B 74 54 69 62 N/A 45 90 99
4582
mackenly
Fathom Analytics Claim
Access your Fathom Analytics data effortlessly through an AI assistant. Retriev…
B 74 55 68 71 N/A 49 80 97
4583
fazer-ai
mcp-obsidian Claim
MCP server for Obsidian (TypeScript + Bun)
B 74 54 56 68 N/A 74 87 91
4584
viktorkelemen
A composition-focused server built on music21 for generative music workflows, e…
B 74 55 92 70 25 81 88
4585
wong2
litemcp Claim
A TypeScript framework for building MCP servers elegantly
B 74 54 90 61 N/A 56 95 59
4586
ccabanillas
Notion MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
B 74 55 75 66 45 81 95
4587
guangxiangdebizi
URL2QR MCP Server Claim
Converts URLs into scannable QR codes with customizable options like error corr…
B 74 55 96 43 44 81 100
4588
oakenai
A TypeScript-based MCP server that provides tools for making precise line-based…
B 74 54 74 65 N/A 40 90 92
4589
JoodasCode
SlopWatch MCP Server Claim 1
An AI accountability system that tracks what AI systems claim they will impleme…
B 74 55 84 100 N/A 28 95 41
4590
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4591
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4592
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4593
bossjones
Datetime MCP Server Claim 1
This server enables users to store, manage, and summarize notes using a custom …
B 74 54 84 62 N/A 23 91 96
4594
dannyytv
pomodash Claim
Connect your AI assistant to PomoDash for seamless task and project management
B 74 55 78 63 41 82 100
4595
waldzellai
Clear Thought 1.5 Claim
Provides 30+ unified reasoning operations including systematic thinking, mental…
B 74 55 92 55 50 81 84
4596
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4597
eiabhiram
Monitors API endpoint health by checking availability, measuring response times…
B 74 54 80 62 N/A 21 95 100
4598
dabhivijay2478
Provides access to Better Auth framework documentation, authentication provider…
B 74 55 78 91 23 81 82
4599
VictoriaMetrics
mcp-victorialogs Claim 2
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
B 74 54 56 88 N/A 58 83 86
4600
memextech
Enables AI agents to search through Memex conversation history and local projec…
B 74 54 100 53 N/A 28 82 91
Showing 4551–4600 of 67197 servers
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