MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52351
godson
godson_1 Claim
N/A N/A 95
52352
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
52353
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
52354
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
52355
DaveFan-NCHC
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
52356
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
52357
cedricziel
aha-mcp Claim
Integrates with Aha.io product management platform, enabling offline data synch…
52358
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
52359
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
81
52360
masterries
SIP News MCP Claim
Enables AI assistants to search and read official news from the Luxembourg gove…
52361
ansua79
MCP server for searching Korean scientific literature, patents, reports, and mo…
52362
thaynam
Enables searching and retrieving nutrition data, recipes, and managing food dia…
N/A N/A
52363
amankrokx
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
52364
anzy-renlab-ai
pronounce Claim
How engineers actually pronounce developer jargon — 1,650+ sourced entries (kub…
N/A N/A
52365
manh20051151
Provides real-time weather, forecasts, historical data, and air quality for AI …
N/A N/A
52366
blockmandev
Enables AI assistants to access and search TrendKia articles, retrieving clean …
52367
alvelda
KPA Claim
Provides an MCP server for programmatic reading, authoring, editing, designing,…
N/A N/A
52368
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
N/A N/A
52369
BenjoNX
Enables querying and retrieving legal texts and decisions from French public AP…
N/A N/A
52370
deepwired
mcp-jira-scoped Claim 1
Jira MCP server with scoped API tokens via api.atlassian.com gateway
N/A N/A 83
52371
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
52372
spikeon
MCP server for generating negative-space print supports for 3D models (STL/OBJ/…
N/A N/A
52373
TianyiLi
document-mcp Claim
Enables AI agents to efficiently manage and update component documentation with…
N/A N/A
52374
geraservicesuk
mcp-geracash Claim
Digital wallet: send money, pay bills, convert currency. 50+ countries.
N/A N/A 95
52375
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
N/A N/A
52376
funphp
Enables AI agents to interact with Splunk SIEM and TheHive SOAR through a unifi…
N/A N/A
52377
SubQuery-Network
test Claim
N/A N/A 95
52378
Gliana-Labs
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
52379
fastmcp-me
falcon-mcp Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
52380
PranavPradhan
sonicpi-mcp Claim
Enables AI-powered music generation and control of Sonic Pi through natural lan…
N/A N/A
52381
Neel-XV
A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…
N/A N/A
52382
hi-k3uy
brag-fast Claim
81
52383
potatofacee
turbovec-mcp Claim
Enables local semantic code search using compressed vectors from turbovec and a…
N/A N/A
52384
timescale
Provides focused tools for interacting with Linear via the Model Context Protoc…
52385
codex-curator
Enables AI agents to perform hybrid semantic+keyword search over structured mar…
52386
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
52387
weester-yan
Provides current time and timezone conversion using IANA timezone names, with a…
N/A N/A
52388
yigitkonur
Spawn parallel autonomous AI agent sessions from a single MCP client. Each agen…
N/A N/A
52389
pawanpanpan
server_ Claim
N/A N/A 95
52390
andrewnexys
EdgeFinder Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
52391
Search Buenos Aires Province court rulings: summaries, full text, legal topics
N/A N/A 81
52392
sundayz-hunter
MCP Recon Claim
A comprehensive MCP server for web security reconnaissance, providing tools for…
N/A N/A
52393
Nihility-Protoss
frida-mcp Claim
Frida MCP server enables AI models to perform dynamic analysis on mobile and de…
52394
frase
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
N/A N/A 95
52395
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
52396
caron14
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
N/A N/A
52397
@ilo.begashvili
browserbase Claim
N/A N/A 95
52398
Pipelex
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
52399
BharathiDonku7
A production-grade MCP server that provides financial ML tools including RAG se…
N/A N/A
52400
maithanhduyan
A Model Context Protocol server providing current time retrieval and timezone c…
Showing 52351–52400 of 54421 servers