MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34201
desikai-lab
Marrow Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
N/A N/A
34202
AINative-Studio
Generate production-ready Product Requirement Documents with full AINative plat…
34203
HuginnIndustries
Evidence-backed reverse engineering and human-gated software planning for Pi an…
N/A N/A
34204
lockwood-launch
zxoar Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
N/A N/A
34205
3esign
psychosynth Claim
Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
N/A N/A
34206
Reculi
file operation
N/A N/A 95
34207
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
34208
thedistance
Connects AI assistants to the Basecamp 2 API, enabling management of projects, …
34209
BillyNoyes
alpine-mcp Claim
Provides the complete Alpine.js documentation as resources, enabling AI assista…
N/A N/A
34210
MartinCley
Enables users to access SharePoint files via Microsoft Graph and transfer them …
34211
ackm04
Provides AI assistants with comprehensive, precise BigCommerce developer docume…
34212
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
34213
homespunapps
Homespun Claim
Hand a human a rich interactive UI by URL and get structured data back, from an…
N/A N/A
34214
Vvkmnn
An MCP server for discovering Claude Code skills, plugins, and MCP servers by s…
34215
per-simmons
monocle Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
N/A N/A
34216
ohah
Enables automation and monitoring of React Native apps by providing tools to ta…
N/A N/A
34217
thebarbican19
apple-music Claim
Enables control of Apple Music on macOS, including playback, track info, volume…
N/A N/A
34218
Olaw2jr
gns3-mcp Claim
Enables AI agents to control GNS3 network emulation labs. Supports building top…
34219
Knuckles-Team
MCP server for FreshRSS RSS reader enabling feed reading, subscription manageme…
34220
hiturf
A secure MCP server for competitive programming that compiles, runs, and tests …
N/A N/A
34221
nonsleepr
Enables browser automation through the Claude Chrome Extension, allowing agents…
N/A N/A
34222
abtpst
Enables storage and semantic search of facts, and interactive 3D visualization …
N/A N/A
34223
Blite-HQ
qnexus-mcp Claim
MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…
N/A N/A
34224
mdyahhya
Public read-only MCP HTTP gateway for the Solapur software developers registry.
34225
pristley
MCP server for discovering and retrieving meal recipes from TheMealDB API, enab…
34226
jungi0531
Enables querying employment rates by sector (agriculture, industry, services) f…
34227
eduardosm123
canvas3d-mcp Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
N/A N/A
34228
notpaulb
Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay p…
34229
SuperInstance
Enables Claude Code to query and control the SuperInstance fleet, including fle…
34230
saezbaldo
Audit agent-distribution surfaces and create an evidence-based distribution pla…
34231
ZWingett
marketplace Claim
Search and discover credentialed operational systems on the GallanDigital marke…
34232
Indirecttek
mcp-server Claim
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learn…
N/A N/A 83
34233
Ikalus1988
misakanet Claim
Agent failure memory network. Search 235+ verified debugging lessons from real …
N/A N/A
34234
tijuthomas5
Local-first code retrieval for AI agents — cuts codebase context from thousands…
N/A N/A
34235
monet88
mcp_flutter Claim
N/A N/A 95
34236
runapi-ai
MCP server for GPT-4o Image model line, enabling text-to-image task creation, s…
34237
IgniteUI
Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
N/A N/A 81
34238
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
34239
Ultrahuman-tech
ppk2-mcp Claim
MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling cu…
N/A N/A
34240
AldanJJay
Enables querying academic data from Universitat Jaume I, including subjects, de…
N/A N/A
34241
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
34242
YawLabs
Query and manage PostgreSQL databases from Claude Code, Cursor, and any MCP cli…
34243
Hei33enberg
Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judici…
34244
nicecai
SlideMaster Claim
Create AI presentation videos with slides, narration, TTS audio, and MP4 export…
N/A N/A 83
34245
Fabio662
Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no c…
N/A N/A
34246
FROWNINGdev
Static-analysis MCP server for Django models. 5 read-only tools. No DB, no boot…
N/A N/A
34247
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
34248
HachiTogo
A collection of MCP servers for Apple macOS apps (Mail, Contacts, Notes, Memory…
N/A N/A
34249
cxOrz
meican-mcp Claim
美餐MCP服务器,支持查询餐次、餐厅、菜单和订单,以及下单和取消订单操作。
34250
rezaizadijahromi
MCP Panel Claim
AI-powered CAD design copilot for acoustic products (splitter silencers and str…
N/A N/A
Showing 34201–34250 of 64698 servers
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