MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
Calame-Tech
Calame Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
36252
bingal
Enables checking domain name availability for single or multiple domains using …
N/A N/A
36253
ybolduc
The world's first forensic FX audit MCP server. Detects hidden bank fees, undi…
N/A N/A
36254
BryanCaves
Enables access to Twitch API data for retrieving channel statistics, viewership…
81
36255
henrikogaard
A unified MCP server that gives AI agents full access to your Infomaniak kSuite…
N/A N/A
36256
tribecast-org
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
36257
SabyasachiDhal
MCPGoat Claim
A deliberately insecure MCP server for practicing penetration testing, featurin…
N/A N/A
36258
glasswarp
Glasswarp Claim
Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.
36259
bariskisir
IzmirDamMcp Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
36260
pipeworx-io
mcp-istat-it Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
36261
visianlee
Vision MCP Claim
Bridges text-only models like DeepSeek to 6 free multimodal vision APIs via MCP…
N/A N/A
36262
pipeworx-io
mcp-mime Claim
Enables MIME type lookup and extension resolution for filenames and extensions,…
36263
itonskie
Lathe Claim
Local MCP server that shapes tailored resume PDFs with live browser preview.
N/A N/A
36264
neozhehan
Read, create, and modify Figma designs programmatically via MCP, empowering AI …
N/A N/A
36265
SlickFast
mcp Claim
Render 47 chart types and tiled dashboards as PNG/SVG. Deterministic, 100% loca…
36266
shadab15github
crawler-mcp Claim
Web-crawler MCP server that fetches web pages with static parsing or headless b…
36267
mazhar480
Production-grade MCP server for enterprise Azure cost optimization, enabling sp…
36268
kfirtoledo
A flexible MCP proxy server that connects to and routes between multiple backen…
N/A N/A
36269
wadew
sonar-mcp Claim
A Model Context Protocol (MCP) server for interacting with SonarQube code quali…
81
36270
esp4ce
infra-mcp Claim
Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH. Check servi…
N/A N/A
36271
felores
An MCP server that brings Perplexity's Sonar models with real-time web search c…
36272
noragami90
A local MCP connector that lets Claude read, write and search any Obsidian vaul…
N/A N/A
36273
khadin-akbar
Humanize AI generated content to bypass all ai detectors
N/A N/A 95
36274
inlineapps
A one-way MCP channel that forwards Slack events (messages and reactions) into …
N/A N/A
36275
RNAcentral
Enables complex searches, sequence mapping, genomic analysis, and metadata retr…
36276
AiAgentKarl
Enables AI agents to connect and interact with common business platforms like S…
81
36277
dkasaj
Enables AI assistants to control the Tubist macOS menu bar player to play YouTu…
N/A N/A
36278
Veedubin
Provides AI agents with professional-grade tools for expected value calculation…
36279
MrUnreal
CodeMind Claim
Enables GitHub Copilot to understand and navigate your codebase with 20 tools f…
N/A N/A
36280
OctHex2016
Enables Hong Kong address lookup and correction using government data, with fuz…
N/A N/A
36281
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
36282
jin38324
Enables searching and reading OCI documentation using the Oracle Help Center Se…
36283
reidlo5135
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
36284
rodcar
PNDA-MCP Claim
Enables AI agents to search and retrieve metadata and data files from Peru's Na…
36285
chrisbray85
Query and edit your OpenCart store from Claude Code. Products, orders, customer…
N/A N/A
36286
Rushhaabhhh
MCP-Server Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
36287
uvaresearch
wrapper-mcp Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
36288
saltyeg
cadkit Claim
An MCP server for parametric part modeling in Onshape, producing fully-defined,…
36289
chaselen
knife4j-mcp Claim
用于读取Knife4j/Swagger多模块接口文档,为Agent提供结构化接口查询能力的MCP服务器。
36290
mcph Claim 1
mcp.hosting — one install, all your MCP servers, managed from the cloud
N/A N/A 81
36291
CristianoCiuti
RepoNova Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
N/A N/A
36292
easyzoom
An extensible MCP server with a plugin system, proxy forwarding, web dashboard,…
36293
brandonbosco
Build custom API integrations quickly with this ready-to-use MCP server templat…
N/A N/A 95
36294
Tritlo
MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opini…
N/A N/A
36295
nzxhuong
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
N/A N/A
36296
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
36297
colesiu415
MCP server for controlling zencontrol TPI Classic and Advanced lighting systems…
36298
jphyqr
Enables submitting URLs to the Rapid URL Indexer API, tracking submissions acro…
N/A N/A
36299
riballes
Enables querying W\&B Weave traces and creating W\&B Reports with text and visu…
36300
PhilInTheLoop
Implements Universal Commerce Protocol (UCP) primitives backed by HubSpot CRM, …
N/A N/A
Showing 36251–36300 of 67181 servers
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