MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20851
otdavies
A local server that provides powerful code analysis and search capabilities for…
B 73 43 96 61 N/A 19 95
20852
chaelynet
chainmemory Claim 1
Permanent blockchain memory for AI agents.
B 73 33 78 N/A N/A 35 95
20853
changchujun
Enables AI interaction with embodied humans, autonomous vehicles, and drones th…
B 73 33 72 N/A N/A 46 95
20854
yotsuda
The universal MCP server for Claude Code and other MCP-compatible clients. One …
B 73 33 58 N/A N/A 68 95
20855
gambletan
cortex Claim
Privacy Agent Memory with best performance and security
B 73 33 60 N/A N/A 66 95
20856
cameronrye
openzim-mcp Claim
Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exc…
B 73 43 64 53 N/A 87 92
20857
vbzvibin
A 'Server of Servers' architecture that aggregates domain-specific financial da…
B 73 33 84 N/A N/A 27 95
20858
bennyzen
Provides comprehensive color conversion, manipulation, analysis, and WCAG acces…
B 73 44 82 67 53 84
20859
hannasdev
Writing MCP Claim
Metadata-first fiction editing and reasoning tools for long-form writing projec…
B 73 33 60 N/A N/A 84 81
20860
cbinckly
paperless-mcp-go Claim
Search, read, (bulk) edit the documents and metadata in your Paperless NGX inst…
B 73 43 90 46 N/A 55 92
20861
affaan-m
agentshield Claim
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP …
B 73 43 90 30 N/A 81 90
20862
aartiq
ServiceNow MCP server — 450+ tools (ITSM, ITOM, CMDB, scripting) for Claude, Ch…
B 73 43 100 41 N/A 80 67
20863
Jialong-zhong
wpa-mcp Claim 2
An MCP server that converts Windows WPR .etl performance traces into structured…
B 73 33 71 N/A N/A 47 95
20864
antarikshc
perfetto-mcp Claim
This is a Model Context Protocol (MCP) server that gets answers from your Perfe…
B 73 43 66 58 N/A 73 95
20865
HainanZhao
mcp-gitlab-jira Claim 1
Unified MCP server for GitLab and Jira: manage projects, merge requests, files,…
B 73 44 84 60 66 78
20866
echojobsio
jdl-mcp-server Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
B 73 33 76 55 83
20867
stickerdaniel
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assi…
B 73 44 64 68 N/A 86 81
20868
joshua-auchincloss
factsets Claim 1
A self-maintaining knowledge base for AI agents that manages facts, resources, …
B 73 43 69 58 N/A 72 95
20869
daedalus
MCP server exposing MySQL database functionalities as tools
B 73 33 60 N/A N/A 67 95
20870
mishamyrt
🔍 Perplexity AI MCP without API key
B 73 33 50 N/A N/A 84 95
20871
itu-itis22-kombak22
MCP server enabling NPS chatbot interactions, summaries, topic analysis, and ex…
B 73 33 84 N/A N/A 25 95
20872
cardosolucass96
Enables integration with Kommo CRM to manage leads, add notes and tasks, update…
B 72 44 90 68 38 81
20873
CSOAI-ORG
EU Digital Omnibus AI Act tracker - Track delay status by article. First-mover …
B 72 33 66 N/A N/A 53 95
20874
agentico-dev
MCP Server Claim 1
MCP Server provides a simpler API to interact with the Model Context Protocol b…
B 72 43 84 52 N/A 53 92
20875
gbesse
Enables users to search and monitor European regulatory publications including …
B 72 33 78 N/A N/A 30 95
20876
IvanMurzak
AI-powered tools for Unity Particle System. Create and modify Particle System d…
B 72 33 58 N/A N/A 63 95
20877
kaupau
flai-mcp Claim 2
An MCP server that connects AI assistants to FL Studio for music production via…
B 72 33 69 N/A N/A 45 95
20878
tylyan
An MCP server that enables AI assistants to interact with the Taskwarrior comma…
B 72 43 69 60 N/A 65 92
20879
halfkey
obol Claim
Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per req…
B 72 33 60 N/A N/A 63 95
20880
AutomoxCommunity
Automox MCP Server Claim
Official MCP server for Automox. Manage devices, patches, and policies in natur…
B 72 33 56 N/A N/A 86 83
20881
nainikayakkali
Enables AI assistants to interact with Databricks workspaces programmatically, …
B 72 44 84 72 42 81
20882
arkheiaai
mcp-server Claim
Detect fabrication and hallucination in any LLM output. 30+ models supported.
B 72 33 72 N/A N/A 56 83
20883
SvReenen
Deskdrop Claim
Android keyboard with local AI (Ollama, Whisper, MCP) or cloud (Gemini, Groq, O…
B 72 33 56 N/A N/A 67 95
20884
thatsrajan
VidLens Claim
Enables AI agents to search, analyze, and extract insights from YouTube videos …
B 72 33 72 N/A N/A 67 75
20885
thekogit
file-writer-mcp Claim
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
B 72 33 78 N/A N/A 32 95
20886
KamaruSama
mcp-google-forms Claim
19 tools for Google Forms: create quizzes, add questions, set answer keys, read…
B 72 33 72 N/A N/A 42 95
20887
openagentidentityprotocol
Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enfor…
B 72 33 54 N/A N/A 70 95
20888
mshegolev
allure-testops-mcp Claim
MCP server for Allure TestOps — lets an LLM agent (Claude Code, Cursor, Windsur…
B 72 33 72 58 83
20889
azender1
safeagent Claim
Exactly-once execution guard for AI agents. Prevents duplicate payments and web…
B 72 33 54 N/A N/A 71 95
20890
yranjan06
Intelligent stealth browser MCP server for AI agents with 30 tools, 22 anti fin…
B 72 33 54 N/A N/A 71 95
20891
imlewc
Interact with Metabase seamlessly. Access dashboards, execute queries, and retr…
B 72 44 84 72 N/A 40 80
20892
BusyBee3333
Trello MCP Server Claim
A comprehensive integration providing 96 tools and 18 interactive React apps fo…
B 72 44 90 70 30 81
20893
Micro-Evaluation-Group
pwndbg-lldb-mcp Claim 1
An MCP server that exposes pwndbg commands running under LLDB as tools for AI a…
B 72 33 65 N/A N/A 53 95
20894
ByAxe
keynote-mcp Claim 1
MCP server for full control of Apple Keynote through AppleScript automation. Cr…
B 72 43 96 31 N/A 62 90
20895
tbensonwest
Loxo MCP Server Claim
Enables interaction with the Loxo recruitment platform API, facilitating tasks …
B 72 44 84 73 38 80
20896
nwant
An MCP server that gives Claude AI direct access to your Obsidian vault, enabli…
B 72 43 96 36 N/A 50 95
20897
Mingxiao300
Enables AI agents to interact with Notion workspaces through the Notion API, al…
B 72 44 82 68 49 81
20898
MikkoParkkola
mcp-gateway Claim
Universal MCP gateway with single-port multiplexing and Meta-MCP. 4 meta-tools …
B 72 44 60 68 N/A 90 78
20899
sschmitt-cg
scrivener-mcp Claim 1
Local MCP server that exposes Scrivener projects to AI clients, enabling projec…
B 72 33 78 N/A N/A 31 95
20900
boykush
scraps Claim
Scraps is a portable CLI knowledge hub for managing interconnected Markdown doc…
B 72 43 54 71 N/A 79 92
Showing 20851–20900 of 59573 servers
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