MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33801
Reculi
file operation
N/A N/A 95
33802
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
33803
thedistance
Connects AI assistants to the Basecamp 2 API, enabling management of projects, …
33804
BillyNoyes
alpine-mcp Claim
Provides the complete Alpine.js documentation as resources, enabling AI assista…
N/A N/A
33805
MartinCley
Enables users to access SharePoint files via Microsoft Graph and transfer them …
33806
ackm04
Provides AI assistants with comprehensive, precise BigCommerce developer docume…
33807
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
33808
Vvkmnn
An MCP server for discovering Claude Code skills, plugins, and MCP servers by s…
33809
per-simmons
monocle Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
N/A N/A
33810
ohah
Enables automation and monitoring of React Native apps by providing tools to ta…
N/A N/A
33811
thebarbican19
apple-music Claim
Enables control of Apple Music on macOS, including playback, track info, volume…
N/A N/A
33812
Olaw2jr
gns3-mcp Claim
Enables AI agents to control GNS3 network emulation labs. Supports building top…
33813
Knuckles-Team
MCP server for FreshRSS RSS reader enabling feed reading, subscription manageme…
33814
hiturf
A secure MCP server for competitive programming that compiles, runs, and tests …
N/A N/A
33815
nonsleepr
Enables browser automation through the Claude Chrome Extension, allowing agents…
N/A N/A
33816
abtpst
Enables storage and semantic search of facts, and interactive 3D visualization …
N/A N/A
33817
homespunapps
Homespun Claim
Deploy a multi-user web app from your agent: hosting, auth, database, and permi…
33818
Blite-HQ
qnexus-mcp Claim
MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…
N/A N/A
33819
mdyahhya
Public read-only MCP HTTP gateway for the Solapur software developers registry.
33820
pristley
MCP server for discovering and retrieving meal recipes from TheMealDB API, enab…
33821
jungi0531
Enables querying employment rates by sector (agriculture, industry, services) f…
33822
eduardosm123
canvas3d-mcp Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
N/A N/A
33823
notpaulb
Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay p…
33824
SuperInstance
Enables Claude Code to query and control the SuperInstance fleet, including fle…
33825
saezbaldo
Audit agent-distribution surfaces and create an evidence-based distribution pla…
33826
ZWingett
marketplace Claim
Search and discover credentialed operational systems on the GallanDigital marke…
33827
Ikalus1988
misakanet Claim
Agent failure memory network. Search 235+ verified debugging lessons from real …
N/A N/A
33828
tijuthomas5
Local-first code retrieval for AI agents — cuts codebase context from thousands…
N/A N/A
33829
monet88
mcp_flutter Claim
N/A N/A 95
33830
runapi-ai
MCP server for GPT-4o Image model line, enabling text-to-image task creation, s…
33831
Indirecttek
mcp-server Claim
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learn…
N/A N/A 83
33832
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
33833
IgniteUI
Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
N/A N/A 81
33834
Ultrahuman-tech
ppk2-mcp Claim
MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling cu…
N/A N/A
33835
AldanJJay
Enables querying academic data from Universitat Jaume I, including subjects, de…
N/A N/A
33836
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
33837
YawLabs
Query and manage PostgreSQL databases from Claude Code, Cursor, and any MCP cli…
33838
Hei33enberg
Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judici…
33839
FROWNINGdev
Static-analysis MCP server for Django models. 5 read-only tools. No DB, no boot…
N/A N/A
33840
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
33841
HachiTogo
A collection of MCP servers for Apple macOS apps (Mail, Contacts, Notes, Memory…
N/A N/A
33842
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。
33843
rezaizadijahromi
MCP Panel Claim
AI-powered CAD design copilot for acoustic products (splitter silencers and str…
N/A N/A
33844
Eilodon
calm-mcp Claim
MCP server giving coding agents a call-graph-aware, hash-verified view of a cod…
N/A N/A
33845
pipeworx-io
mcp-diff Claim
Computes line-level diffs between two texts, returning added/removed lines and …
33846
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
33847
jredondo-aden
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
81
33848
Perseus-Computing-LLC
Live context MCP server: resolves git, services, and tests into agent context. …
N/A N/A
33849
grabarnick
Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
81
33850
Feynman520
Automates Hancom Office HWP forms via COM, converting, extracting, field-fillin…
N/A N/A
Showing 33801–33850 of 64728 servers
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