MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17701
youichi-uda
147 AI tools for Unity game development via MCP (Model Context Protocol). Conne…
D 50 4⁄4 ◎ ⏳ 58 0 N/A 60 81 —
17702
ToolOracle
SolanaOracle Claim
12 MCP tools for DeFi risk & compliance on Solana
D 50 4⁄4 ◎ ⏳ 60 0 — 59 81 —
17703
loomal-ai
Provides identity infrastructure for AI agents to manage email communications, …
D 50 4⁄4 ◎ ⏳ 72 0 — 38 81 —
17704
mbsoft-systems
UnWeb MCP Server ⚡ Claim
Enables conversion of webpages to clean markdown with content quality scoring a…
D 50 4⁄4 ◎ ⏳ 60 0 — 60 81 —
17705
Vonage
MCP server for Vonage API documentation, code snippets, tutorials, and troubles…
D 50 5⁄5 ◎ ⏳ 39 0 90 42 81 —
17706
gaiaaiagent
Provides programmatic access to the Regen Network blockchain, allowing AI agent…
D 50 5⁄5 ◎ ⏳ 92 31 0 32 81 —
17707
seanbabalala
Bitvoya MCP Claim
Luxury hotel search, rate comparison, booking quotes, and secure checkout hando…
D 50 5⁄5 ◎ ⏳ 90 0 0 76 81 —
17708
rajtrafficradius
N8N MCP Server ⚡ Claim 1
Production-ready MCP server that brings N8N workflow automation to both Claude.…
D 50 4⁄4 ◎ ⏳ 72 0 — 38 81 —
17709
ag2-mcp-servers
An MCP server that enables interaction with Google's My Business Account Manage…
D 50 4⁄4 ◎ ⏳ 45 50 — 21 80 —
17710
epicweb-dev
EpicMe MCP Claim
An application that demonstrates the future of user interactions through natura…
D 50 5⁄3 ◎ ⏳ 48 70 0 36 95 —
17711
blake365
macrostrat-mcp ⚡ Claim 1
Explore global geologic data to answer questions about bedrock, formations, age…
D 50 5⁄5 ◎ ⏳ 100 10 0 43 83 —
17712
seekrays
SeekCode Claim
A clean and efficient code snippet and clipboard m
D 50 5⁄5 ◎ ⏳ 54 68 0 45 80 —
17713
VeriTeknik
pluggedin-app ⚡ Claim
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface fo…
D 50 5⁄5 ◎ ⏳ 54 30 0 91 82 —
17714
kastelldev
kastell ⚡ Claim 1
Server security auditing and hardening toolkit. 413 security checks across 29 c…
D 50 4⁄4 ◎ ⏳ 64 0 — 92 53 —
17715
IsaiahDupree
Modal MCP Server ⚡ Claim 1
Exposes Modal cloud functions as MCP tools for video rendering, voice synthesis…
D 50 4⁄4 ◎ ⏳ 78 0 N/A 30 81 —
17716
oogunbiyi21
Stats Compass ⚡ Claim
50+ pandas-powered tools for data loading, cleaning, visualization, and ML work…
D 50 5⁄5 ◎ ⏳ 68 38 0 62 81 —
17717
hichana
An AI-powered goal management system that transforms traditional goal tracking …
D 50 5⁄5 ◎ ⏳ 62 65 0 33 81 —
17718
Woobox
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
D 50 4⁄4 ◎ ⏳ 64 10 — 39 81 —
17719
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedd…
D 50 5⁄3 ◎ ⏳ 64 23 0 66 95 —
17720
solenyaresearch0000
Provides access to AsterDex perpetual futures market data including real-time o…
D 50 5⁄5 ◎ ⏳ 100 25 0 28 81 —
17721
msrbuilds
elementor-mcp ⚡ Claim
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools fo…
D 50 5⁄5 ◎ ⏳ 60 43 0 72 80 —
17722
yamadashy
Repomix ⚡ Claim
Repomix MCP Server enables AI models to efficiently analyze codebases by packag…
D 50 5⁄5 ◎ ⏳ 60 33 0 82 81 —
17723
sooda-ai
Sooda MCP Claim
AI agent relay — message business agents across company boundaries via A2A prot…
D 50 5⁄3 ◎ ⏳ 64 36 0 69 83 —
17724
eqtylab
mcp-guardian Claim
Manage / Proxy / Secure your MCP Servers
D 50 5⁄3 ◎ ⏳ 60 30 0 70 95 —
17725
ryota-murakami
Serena ⚡ Claim
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
D 50 5⁄5 ◎ ⏳ 60 52 0 66 74 —
17726
24kchengYe
🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to ca…
D 49 4⁄4 ◎ ⏳ 60 0 N/A 53 81 —
17727
joesecurity
JoeSandboxMCP ⚡ Claim
A Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud. T…
D 49 5⁄5 ◎ ⏳ 74 41 0 43 81 —
17728
threat-zone
Provides LLMs with access to Threat.Zone's malware analysis capabilities throug…
D 49 5⁄3 ◎ ⏳ 60 43 0 41 95 —
17729
agentkitai
AgentGate ⚡ Claim
Human-in-the-loop approval gateway for AI agents over MCP: request, decide, app…
D 49 5⁄3 ◎ ⏳ 56 41 0 58 92 —
17730
apioo
fusio Claim
Self-Hosted API Management for Builders
D 49 4⁄4 ◎ ⏳ 48 0 N/A 74 81 —
17731
Muvon
octocode Claim
Semantic code indexer with GraphRAG knowledge graph. Index your codebase, searc…
D 49 5⁄5 ◎ ⏳ 54 32 0 82 82 —
17732
jimbo530
baselings-mcp ⚡ Claim 1
MCP server for AI agents to play Baselings, a yield-generating pet game on Base…
D 49 4⁄4 ◎ ⏳ 75 0 — 27 81 —
17733
miniOrangeDev
A lightweight, configurable server that fetches coding guidelines, security rul…
D 49 5⁄5 ◎ ⏳ 50 57 0 58 80 —
17734
Storybloq
storybloq ⚡ Claim
Enables AI coding assistants to persist and manage project context across sessi…
D 49 4⁄4 ◎ ⏳ 60 0 N/A 56 81 —
17735
archetypal-ai
Persistent memory for AI agents. recall, remember, checkpoint — soul preservati…
D 49 4⁄4 ◎ ⏳ 54 0 N/A 62 81 —
17736
ag2-mcp-servers
Dialogflow MCP Server ⚡ Claim 1
An MCP server that enables natural language interactions with Google's Dialogfl…
D 49 4⁄4 ◎ ⏳ 45 43 — 21 80 —
17737
alphavantage
alpha_vantage_mcp ⚡ Claim
Real-time financial market data: stocks, forex, crypto, commodities, and econom…
D 49 5⁄5 ◎ ⏳ 92 0 0 68 81 —
17738
mctx-ai
Bible Study Claim
Study the Bible in its original languages, trace themes across both testaments,…
D 49 5⁄5 ◎ ⏳ 78 10 0 74 81 —
17739
HatmanStack
ragstack Claim
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
D 49 5⁄3 ◎ ⏳ 48 43 0 80 81 —
17740
jonathanhefner
hello-mcp-registry ⚡ Claim
A simple MCP server.
D 49 4⁄4 ◎ ⏳ 24 37 N/A 43 95 —
17741
xiaobenyang-com
Enables access to news-related tools through a standardized interface, allowing…
D 49 5⁄5 ◎ ⏳ 72 41 0 47 81 —
17742
crawde
Generates professional compliance documents like privacy policies and terms of …
D 49 4⁄4 ◎ ⏳ 72 0 — 35 81 —
17743
macuse-app
macuse Claim
Connect AI with any macOS app. Deep integration with native apps like Calendar,…
D 49 5⁄3 ◎ ⏳ 64 28 0 58 95 —
17744
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud Logging API, allowing …
D 49 4⁄4 ◎ ⏳ 45 40 — 21 83 —
17745
RefundYourSOL
Solana wallet cleanup, token trading on 12+ DEXes, and market data. Scan wallet…
D 49 4⁄4 ◎ ⏳ 72 0 — 32 81 —
17746
ag2-mcp-servers
An MCP Server that enables interaction with Google Cloud's Data Loss Prevention…
D 49 4⁄4 ◎ ⏳ 45 40 — 21 84 —
17747
therealjlc1
Connects AI assistants to SharpEdge AI to discover +EV sports betting opportuni…
D 49 4⁄4 ◎ ⏳ 60 0 — 53 81 —
17748
myrakrusemark
memento-protocol ⚡ Claim
Persistent memory for AI agents. Store what matters, recall by meaning, skip th…
D 49 5⁄3 ◎ ⏳ 60 43 0 62 82 —
17749
vscarpenter
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-…
D 49 5⁄3 ◎ ⏳ 64 18 0 68 95 —
17750
harshwasan
NTFY MCP Server ⚡ Claim
Enables bidirectional communication between AI agents and users through ntfy.sh…
D 49 5⁄5 ◎ ⏳ 78 37 0 42 81 —
Showing 17701–17750 of 69182 servers
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