MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55051
leporel
Extract palettes from images, generate harmonies, gradients, random palettes; C…
— ○ ⏳ — — — — — —
55052
anatolykoptev
gtr-mcp Claim
An MCP server that wraps git-worktree-runner to enable AI agents to manage git …
— ○ ⏳ — N/A N/A — — —
55053
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
— ○ ⏳ — N/A N/A — 95 —
55054
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
— ○ ⏳ — — — — — —
55055
cuenobi
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
55056
Kaelio
ktx Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
— ○ ⏳ — N/A N/A — — —
55057
concensure
clair Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
— ○ ⏳ — N/A N/A — — —
55058
SiwuXue
ziwei-mcp Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
— ○ ⏳ — N/A N/A — — —
55059
nitrocloudofficial
NitroStack Claim
A Python framework for building MCP servers with modular architecture, dependen…
— ○ ⏳ — — — — — —
55060
aircodelabs
Grasp Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
— ○ ⏳ — — — — 81 —
55061
ldippo
transcend Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
— ○ ⏳ — N/A N/A — — —
55062
TJYOYO
mcp-server Claim
Minimal FastMCP server demo with example tools like generating leave request em…
— ○ ⏳ — N/A N/A — — —
55063 — ○ ⏳ — N/A N/A — 95 —
55064
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
— ○ ⏳ — N/A N/A — — —
55065
Lyncee
proxmox-mcp Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
— ○ ⏳ — — — — — —
55066
takeachangs
Enables MCP clients to read Toss Securities market data and account info, and o…
— ○ ⏳ — N/A N/A — — —
55067
cc1a2b
MCP server for correct Arabic formatting — currency, Hijri dates, number-to-wor…
— ○ ⏳ — N/A N/A — — —
55068
Trace186
Enables managing a parametric CLI command registry with profile isolation and p…
— ○ ⏳ — N/A N/A — — —
55069
jamot-pro
Jamot MCP Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
— ○ ⏳ — — — — — —
55070
wyre-technology
syncro-mcp Claim
An MCP server for Syncro MSP platform, enabling management of tickets, assets, …
— ○ ⏳ — — — — — —
55071
vinvuk
Query Swedish public data through Apiverket, including company data, SCB statis…
— ○ ⏳ — — — — — —
55072
sachitha7
An MCP server for Dolibarr ERP/CRM that lets Claude or any MCP-compatible clien…
— ○ ⏳ — — — — — —
55073
Steleet
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
— ○ ⏳ — N/A N/A — — —
55074
tacoda
keystone-mcp Claim
An MCP server that retrieves contextual information from company resources and …
— ○ ⏳ — — — — — —
55075
ankkitraj4
repo-ctx Claim
Provides a unified context layer for LLMs by storing and retrieving repo-specif…
— ○ ⏳ — N/A N/A — — —
55076
AceDataCloud
mcp-maestro Claim
Produce complete AI videos from a brief with Maestro
— ○ ⏳ — — — — — —
55077
joseph-kang777
Aggregates Korean agricultural subsidy announcements from multiple government s…
— ○ ⏳ — — — — — —
55078
sentice
Provides user balance information by connecting to a backend service through th…
— ○ ⏳ — — — — 81 —
55079
x1t
Provides secure file read, write, and edit operations for Windows, with enterpr…
— ○ ⏳ — N/A N/A — — —
55080
suliuer
hello Claim
— ○ ⏳ — N/A N/A — 95 —
55081
ValueArchitectsAI
sop-mcp Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
— ○ ⏳ — N/A N/A — — —
55082
iceener
An MCP server that provides text-to-speech, speech-to-text, and voice managemen…
— ○ ⏳ — — — — — —
55083
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
— ○ ⏳ — N/A N/A — 95 —
55084
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
— ○ ⏳ — — — — — —
55085
cloudtypej
MCP server providing calculator, user list, and statistics tools with Bearer To…
— ○ ⏳ — — — — — —
55086
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
— ○ ⏳ — — — — 81 —
55087
Enesp4rl4k
Provides data preparation, anonymization, and processing tools for AI agents, h…
— ○ ⏳ — N/A N/A — — —
55088
jleechanorg
mcp_mail Claim
A mail-like coordination layer for coding agents, providing identities, inbox/o…
— ○ ⏳ — — — — — —
55089
crogers2287
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager, including proxy hosts, SSL…
— ○ ⏳ — N/A N/A — — —
55090
clauxel
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
— ○ ⏳ — — — — — —
55091
yacb2
lore Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
— ○ ⏳ — N/A N/A — — —
55092
andyluu98
Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotation…
— ○ ⏳ — N/A N/A — — —
55093
labyrinth-analytics
LoreDocs Claim
Versioned document vault system for MCP-compatible AI agents. Organizes referen…
— ○ ⏳ — N/A N/A — — —
55094
RGLgg
rgl-mcp Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
— ○ ⏳ — — — — — —
55095
kattatzu
nic-cl Claim
Enables querying .cl domain information from NIC Chile, including recent regist…
— ○ ⏳ — — — — — —
55096
nickknissen
MCP server that enables LLMs to interact with Monta's EV charging platform for …
— ○ ⏳ — — — — — —
55097
tkelkermans
tymewear-mcp Claim
Connects Claude to Tyme Wear's breathing sensor platform to analyze ventilatory…
— ○ ⏳ — N/A N/A — — —
55098
mkprevo
An MCP server for managing, editing, and running Stata .do files, integrating w…
— ○ ⏳ — N/A N/A — — —
55099
rspraneeth
An MCP server that retrieves relevant PDF chunks via local embeddings and retur…
— ○ ⏳ — N/A N/A — — —
55100
cyanheads
Query real-time and historical USGS water data from ~8,000 stream gages and gro…
— ○ ⏳ — — — — — —
Showing 55051–55100 of 69135 servers