MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50051
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
50052
devemberx
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
50053
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
N/A N/A
50054
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
50055
RNBBarrett
THOUGHT Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
N/A N/A
50056
codly.fun
test Claim
N/A N/A 95
50057
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
50058
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
50059
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
50060
issuecapture
mcp-server Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
N/A N/A 95
50061
dsouza-anush
Enables AI models to interact with web pages through structured accessibility s…
50062
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
50063
Ask-Cyborg
AskCyborg Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
50064
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
N/A N/A
50065
opastorello
A10 Guardian Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
50066
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
50067
noahshrader
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
N/A N/A
50068
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
N/A N/A
50069
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
50070
perryraskin
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
50071
Ceeeebb
Enables AI agents to query component governance rules, validate component props…
N/A N/A
50072
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
50073
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
50074
sakupi01
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
50075
lithvall
TrustBench Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
50076
universal-mcp
Provides a standardized interface for interacting with Mailchimp's tools and se…
50077
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
50078
redhat-cne
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
50079
goodmannn
An MCP server that enables users to generate AI images using the Jimeng AI API …
81
50080
nexgendata-apify
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
81
50081
oleksii-honchar
mermaid-mcp Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
50082
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
81
50083
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
N/A N/A
50084
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
50085
DeepMyst
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
N/A N/A
50086
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
50087
xiaobenyang-com
Create precise, production-ready GSAP animations from any request. Debug issues…
N/A N/A 95
50088
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
50089
andsopwn
Enables AI clients to interact with multiple IDA Pro instances (GUI and headles…
N/A N/A
50090
Noumenon-ai
Nexus Core Claim
A self-hostable, multi-MCP personal-assistant framework with multi-provider LLM…
N/A N/A
50091
facundo
fordcor Claim
N/A N/A 95
50092
l-agence
agence Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
N/A N/A
50093
KerryanOPMace
mcp-meteo Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
50094
universal-mcp
Provides a standardized interface for interacting with Google-Sheet's tools and…
50095
xgr-network
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
50096
BASIC-BIT
VRChat MCP Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
N/A N/A
50097
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
50098
artiomdiu
mastra-test Claim
N/A N/A 95
50099
chocoboy-dev
Mi-Mi-Mi MCP Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
N/A N/A
50100
matthiastjong
Shellgate Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
Showing 50051–50100 of 50103 servers