MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36351
andeya
Relay Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
N/A N/A
36352
zerogon1203
A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite wit…
36353
moorcheh-ai
Enables interaction with Moorcheh AI services including namespace management, d…
36354
ccc0168
Provides comprehensive architectural expertise through specialized agents, reso…
36355
alch3mistdev
vyos-mcp Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
36356
facexiang
Active MCP Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
36357
ichinya
Enables AI agents and developer tools to interact programmatically with Yougile…
36358
flaco-source
Provides LLMs with direct access to official vendor PDF documentation for elect…
36359
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
N/A N/A
36360
j0KZ
synthlab-mcp Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
N/A N/A
36361
GavMason
ani-mcp Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
N/A N/A 83
36362
mashh-lab
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
36363
geraservicesuk
mcp-gerajobs Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
N/A N/A 95
36364
LaurEars
struct-mcp Claim
Transform data structure definitions into queryable MCP servers, enabling natur…
N/A N/A
36365
floriancaro
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
36366
requestbin
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
36367
sargonpiraev
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
36368
DanMeon
hatchet-mcp Claim
An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
N/A N/A
36369
applemk2-git
Provides current weather information for Japanese cities using the Open-Meteo A…
36370
fastmcp-me
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
36371
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
36372
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
36373
joepangallo
web-recon-agent Claim 1
Owned-target web security assessment MCP server for authenticated, high-frictio…
N/A N/A 95
36374
vertexhub-ai
Provides AI coding agents with persistent, long-term memory through local seman…
81
36375
shivam-singh-git
recap-mcp Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
N/A N/A
36376
srogerf
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
N/A N/A
36377
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
36378
compasify
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
36379
epilande
An MCP server that provides real-time information access using Google Gemini's …
36380
jabberwock
blend-ai Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
N/A N/A 95
36381
autousers-ai
autousers Claim
Evaluate UX with AI personas and human raters directly from MCP-aware clients l…
36382
xplusplusai
Enables AI assistants to search and analyze Microsoft Dynamics 365 Finance & Op…
36383
OkamiFeng
Enables AI agents to read, edit, and create Microsoft Word documents (.docx) wi…
36384
alyiox
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
N/A N/A
36385
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
36386
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
36387
qingshanyuluo
Provides tools to search, query, and visualize Prometheus metrics, returning re…
36388
HeiSir2014
Enables web search and content fetching via DuckDuckGo without requiring an API…
36389
aadarshb
MindBacklog Claim
Connect Claude directly to your MindBacklog workspace to read PRDs, user storie…
36390
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
36391
liukeyu800
A fully offline MCP server for generating 15 types of SVG charts, including lin…
36392
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
81
36393
jeremyjordan
mcp-gmail Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
36394
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
36395
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
36396
FSHolmberg
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
N/A N/A 95
36397
Anakintano
figma-mcp Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
36398
DotNova
ContextLayer Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
36399
rushabhjoshi3727
reddit_mcp Claim
N/A N/A 95
36400
manofsadness
ItchWHMMCP Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
N/A N/A
Showing 36351–36400 of 43552 servers
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