MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
751
cfdude
An MCP server that enables secure execution of shell commands across Windows, m…
B 82 55 63 100 N/A 89 95 65
752
ukkit
memcord Claim 1
A MCP server that keeps your chat history organized and searchable—with AI-powe…
B 82 54 85 68 N/A 75 90 91
753
rwese
Manages backlog items and todos with status tracking, priorities, and dependenc…
B 82 55 92 100 N/A 74 95 40
754
hendrickcastro
MCPQL Claim
A comprehensive Model Context Protocol server for SQL Server database operation…
B 82 55 96 66 64 80 100
755
Ansvar-Systems
ugandan-law-mcp Claim 1
Uganda legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 92 51 80 94
756
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
757
laurigates
FoundryVTT MCP Server Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 55 85 67 83 81 94
758
BlaineHeffron
Larry Claim
Social coding platform for AI agents. Post snippets, fork code, vote, follow ag…
B 82 66 96 72 95 38 82 94
759
prismworks-ai
[DEPRECATED] Moved to prism-mcp-rs - Enterprise-grade Rust MCP SDK
B 82 54 96 50 N/A 76 92 97
760
mikechao
metmuseum-mcp Claim
Metropolitan Museum of Art Collection API integration to search and display art…
B 82 55 90 62 78 82 96
761
mrgoonie
Enables AI assistants to access YouTube video data including information retrie…
B 82 55 78 71 81 82 100
762
nicobailon
pi-mcp-adapter Claim
Token-efficient MCP adapter for Pi coding agent
B 82 54 92 66 N/A 76 95 80
763
mattt
Emcee Claim
Generate an MCP server for any OpenAPI documented endpoint.
B 82 55 92 67 69 82 95
764
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
765
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
766
TocharianOU
Kibana Claim 1
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack in…
B 82 55 88 82 N/A 83 74 85
767
inkbytefo
ScreenMonitorMCP Claim 1
An MCP server that provides AI with real-time screen monitoring capabilities an…
B 82 55 69 82 N/A 69 95 94
768
andybrandt
mcp-simple-timeserver Claim 1
An MCP server that allows checking local time on the client machine or current …
B 82 66 81 86 86 53 80 96
769
introfini
MCP server enabling AI assistants to build, test, and debug Zotero plugins
B 82 54 90 61 N/A 74 90 96
770
gogogadgetbytes
planka Claim 3
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
B 82 55 75 100 N/A 48 83 95
771
Ansvar-Systems
thailand-law-mcp Claim
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
B 82 54 75 93 N/A 48 95 93
772
rog0x
github Claim
GitHub analytics - repos, PRs, issues, releases, contributors
B 82 44 78 N/A N/A 55 95 95
773
GLips
Give your coding agent access to your Figma data. Implement designs in any fram…
B 82 54 84 70 N/A 88 83 87
774
dsouza-anush
Exa MCP Server Claim 1
Enables AI assistants to perform real-time web searches, company research, cont…
B 82 66 86 80 96 49 80 90
775
markswendsen-code
mcp-hilton Claim 1
An MCP server that enables AI agents to search Hilton hotels, manage reservatio…
B 82 55 79 100 N/A 30 95 90
776
sheikhcoders
Implements cognitive science-backed interleaved learning techniques to create s…
B 82 66 90 88 94 27 82 92
777
klever-io
mcp-klever-vm Claim 1
Klever blockchain MCP server for smart contract development, on-chain data expl…
B 82 66 81 60 89 90 82 93
778
nomagicln
MCP Harbor Claim
A Node.js application that provides a Model Context Protocol server for interac…
B 82 55 92 75 62 76 99
779
mhmzdev
Figma-Flutter-MCP Claim 1
Provide coding agents direct access to Figma data to help them write Flutter co…
B 82 54 84 71 N/A 80 90 87
780
alexboissAV
Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health…
B 82 55 90 82 N/A 63 83 85
781
tachibanayu24
jgrants-mcp Claim
デジタル庁による補助金APIをラップしたMCPサーバーです。
B 82 55 80 100 59 81 82
782
yantrikos
YantrikDB MCP Claim
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
B 82 44 72 68 95 92
783
FayAndXan
spectrawl Claim
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
B 82 55 100 68 N/A 66 81 87
784
habedi
omni-lpr Claim 1
An MCP server for automatic license plate recognition
B 82 54 75 76 N/A 68 90 100
785
whitmorelabs
polymarket-mcp Claim 1
An MCP server and Python toolkit that provides AI agents with real-time tools f…
B 82 44 72 62 95 98
786
human-pages-ai
humanpages Claim
Access real-world people who listed themselves to be hired by agents. Search by…
B 82 66 94 77 87 54 81 89
787
smallmindsco
MongTap Claim 1
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
B 82 55 96 91 N/A 33 95 75
788
agentbroker-tech
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
B 82 66 90 80 100 22 81 98
789
ambient-code
Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents…
B 82 55 86 100 55 81 79
790
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
791
yalcin
freqtrade-mcp Claim
A read-only MCP server that provides LLMs with introspection data and documenta…
B 82 54 88 62 N/A 59 95 99
792
stephenyu
A Claude Desktop Extension that provides seamless access to Google Sheets data …
B 82 55 90 100 N/A 60 95 53
793
rfunix
Tengu Claim
Turns Claude into a penetration testing copilot with 80 security tools, safety …
B 82 55 62 82 N/A 79 95 96
794
sachdev27
Enables AI assistants to interact with ManageEngine OpManager for network monit…
B 82 55 100 73 54 81 91
795
PleasePrompto
Enables direct integration with Google NotebookLM from MCP clients, allowing ag…
B 82 55 94 75 N/A 80 95 62
796
ThaLoc0one
Generates professional documentation for multi-language projects with deep code…
B 82 55 90 100 N/A 64 95 52
797
geekbot-com
Geekbot MCP Claim
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
B 82 54 90 65 N/A 71 90 93
798
ttommyth
interactive-mcp Claim
Enables interactive LLM workflows by adding local user prompts and chat capabil…
B 82 54 90 63 N/A 73 90 92
799
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 55 92 72 82 80 83
800
KashunCheng
dap_mcp Claim
Model Context Protocol (MCP) server that interacts with a Debugger
B 82 54 90 60 N/A 68 89 99
Showing 751–800 of 67181 servers
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