MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24009
Scored
1218
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16751
Akira-Papa
macOS GUI Control MCP Claim 1 2
Enables comprehensive control over macOS GUI elements including mouse, keyboard…
F 25 54 72 57 N/A 28 87 98
16752
jau123
MeiGen-AI-Design-MCP Claim 2
AI image generation & editing MCP server with 1,500+ curated prompt library, sm…
F 25 55 84 71 76 80 91
16753
georgi-io
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
F 25 55 54 63 26 80 80
16754
signbee
signbee-mcp Claim 1
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
F 25 55 66 70 37 78 91
16755
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 55 72 100 29 80 41
16756
kelvinyuefanli
Agent-hive Claim 1
Shared knowledge graph for AI coding agents. Search, create, and link verified …
F 25 55 72 70 73 80 94
16757
hingaibm
Provides secure integration between MCP clients and IBM Data Intelligence servi…
F 25 55 48 70 58 80 92
16758
Mattbusel
The first financial intelligence MCP server. Live AI-scored trading signals fro…
F 25 66 94 43 0 35 77 95
16759
HuaweiCloudDeveloper
mcp-server Claim 1
Provide different cloud products MCP Server tools to help developers manage …
F 25 54 94 66 N/A 56 87 99
16760
algolia
Enables natural language interactions with Algolia search and analytics APIs th…
F 25 55 92 71 70 77 96
16761
tercumantanumut
Sunnyside Figma MCP Claim 1
Connects Figma designs to AI agents, enabling extraction of production-ready co…
F 25 66 96 72 0 47 80 88
16762
ClickHouse
mcp-clickhouse Claim 1
ClickHouse database integration with schema inspection and query capabilities
F 25 55 66 40 73 80 94
16763
AIM-Intelligence
AIM-Guard-MCP Claim 1
Security-focused MCP server that provides safety guidelines and content analysi…
F 25 54 84 62 N/A 73 88 92
16764
Aayush9029
mcp-server Claim 1 2
MCP SERVER
F 25 55 60 67 N/A 58 80 95
16765
tamago-labs
Sui Butler Claim 1 2
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
F 25 55 51 71 29 77 98
16766
ChrBoebel
Optical Context MCP Claim 1 2
Compress OCR-heavy PDFs into dense packed images so agents can work with long v…
F 25 55 72 82 N/A 68 90 37
16767
huandu
MCP server for Feishu Markdown
F 25 54 51 73 N/A 59 89 90
16768
akilat-spec
Track and manage employee time off with quick balance lookups and streamlined a…
F 25 66 72 38 0 34 74 78
16769
Aderix
vantagate-mcp-server Claim 1 2
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
F 25 54 90 77 N/A 51 81 93
16770
nach-dakwale
DomainCheckr Claim 1
Check domain name availability via RDAP. Single, bulk, and smart suggestions. N…
F 25 66 72 37 0 45 82 100
16771
snyk
agent-scan Claim 2 3
Security scanner for AI agents, MCP servers and agent skills.
F 25 54 90 36 N/A 81 80 95
16772
tradercjz
dolphindb-mcp-server Claim 2
TDolphinDB database integration with schema inspection and query capabilities
F 25 55 56 30 27 74 88
16773
realcrabcut
crabcut Claim 1
Turn YouTube videos into short-form clips from any AI assistant
F 25 55 78 70 N/A 39 72 94
16774
hathibelagal-dev
mcp-pyautogui Claim 1 2
An MCP server for PyAutoGUI
F 25 54 47 30 N/A 42 84 100
16775
poly-mcp
PolyMCP Claim 1
Polymcp provides a simple and efficient way to interact with MCP servers using …
F 25 54 96 65 N/A 58 90 95
16776
ArkTechNWA
pfClaude Claim 1 3
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
F 25 55 90 100 56 80 87
16777
nirholas
Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser
F 25 55 84 58 N/A 64 82 96
16778
nocall-corp
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
F 25 55 86 43 35 76 77
16779
jikime
Google Toolbox Claim 1
Google Toolbox
F 25 54 60 63 N/A 21 84 91
16780
SJMakin
An advanced Playwright MCP server that enables efficient browser automation thr…
F 25 54 72 56 N/A 29 84 89
16781
toan203
osv-ui Claim 1
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
F 25 54 90 0 N/A 57 82 95
16782
402md
@402md/mcp Claim 2 3
An MCP server that transforms SKILL.md files into executable tools for AI agent…
F 25 55 63 0 35 74 94
16783
nuxt-modules
mcp-toolkit Claim 1
Create MCP servers directly in your Nuxt application. Define tools, resources, …
F 25 66 94 66 0 83 82 91
16784
abhichandra21
Promptheus Claim 1 3
AI-powered prompt refinement with adaptive questioning and multi-provider suppo…
F 25 54 84 43 N/A 81 64 86
16785
agentward-ai
agentward Claim 1 2
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
F 25 55 90 43 N/A 66 76 94
16786
robhicks
Browser MCP Bridge Claim 1
Bridges browser content, developer tools data, and web page interactions with C…
F 25 54 90 58 N/A 45 87 93
16787
johnglavan71
Test2w MCP Server Claim 2
Enables AI assistants to interact with the Test2w REST API to explore endpoints…
F 25 55 78 61 82 74 93
16788
googlemaps
platform-ai Claim 2
Google Maps Platform Code Assist MCP
F 25 54 78 70 N/A 51 87 92
16789
metrxbots
mcp-server Claim 1 2
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tool…
F 25 66 100 76 95 87 74 88
16790
refreshdotdev
WebEvalAgent MCP Server Claim 1 2
Unleashes LLM-powered agents to autonomously execute and debug web apps directl…
F 25 55 63 42 N/A 64 80 89
16791
martijnpieters
eduframe-mcp Claim 1 2
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
F 25 55 51 72 81 82 94
16792
xiaobenyang-com
DB-Mcp Claim 1
MCP Database Server is a service that provides secure database access for AI as…
F 25 66 72 65 0 50 74
16793
tianqitang1
enrichr-mcp-server Claim 2 4
A MCP server that provides gene set enrichment analysis using the Enrichr API
F 25 55 69 60 42 80 90
16794
arpe-io
fastbcp-mcp Claim 1 4
MCP server for FastBCP — high-performance parallel database export to files and…
F 25 55 77 74 N/A 71 87 59
16795
manushi4
ScreenHand Claim 1
An open-source MCP server for macOS and Windows that provides native desktop co…
F 25 54 72 65 N/A 60 87 90
16796
ubie-oss
A server implementing Model Context Protocol that enables AI assistants to inte…
F 25 55 72 75 79 74 96
16797
CryptoRugMunch
rug-munch-mcp Claim 1 3
Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and to…
F 25 55 84 62 N/A 45 67 49
16798
elliotllliu
AgentShield Claim 1 2
Full-stack security for AI agents — static analysis + MCP runtime interception.…
F 25 55 90 35 77 67 83
16799
AgentPact
ClawPact MCP Server Claim 1
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
F 25 55 72 0 32 71 97
16800
The-Nexus-Guard
aip-identity Claim 1 2
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
F 25 55 51 0 46 76 99
Showing 16751–16800 of 33332 servers
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