MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1001
Smart-AI-Memory
memdocs Claim
Git-native project memory for AI assistants with enterprise-grade audit complia…
B 81 54 94 58 N/A 78 83 92
1002
neelsomani
web2mcp Claim
Generate an MCP for any web app
B 81 54 96 63 N/A 43 95 95
1003
Ahmad-A0
silverbullet-mcp Claim
A Model Context Protocol (MCP) server to interact with your SilverBullet notes …
B 81 55 84 72 N/A 78 80 91
1004
lrstanley
Context7 MCP Server (with HTTP SSE and Streamable)
B 81 54 71 90 N/A 54 95 90
1005
Ansvar-Systems
zimbabwe-law-mcp Claim
Zimbabwe legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 44 95 93
1006
MausRundung
Provides tools for analyzing project structures, searching through codebases, m…
B 81 54 88 75 N/A 55 88 91
1007
xmuweili
app-screen-mcp Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 55 79 100 N/A 30 95 84
1008
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
1009
devinvenable
MCP Talk Claim
A lightweight messaging system that enables real-time communication between dif…
B 81 55 86 91 N/A 22 95 94
1010
TheRealAshik
Jules MCP Server Claim 1
Enables orchestration of multiple Jules AI workers for tasks like code generati…
B 81 55 88 70 72 76 96
1011
amith-vp
Indian Railway MCP Claim 1
Enables searching and tracking Indian Railways trains, checking seat availabili…
B 81 66 79 100 91 31 80 93
1012
houtini-ai
seo-crawler-mcp Claim 1
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
B 81 55 96 100 N/A 64 92 40
1013
edwarddjss
ExpoSnap Claim
Enables AI assistants to view and analyze screenshots from React Native/Expo ap…
B 81 54 88 66 N/A 56 90 100
1014
OneNicolas
French public services: tax, property, admin, education, healthcare, security, …
B 81 66 71 93 100 42 81 87
1015
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
1016
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
1017
aliyun
ack-mcp-server Claim
阿里云容器服务MCP Server,将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集,支持通过自然语言与AI助手交…
B 81 54 78 71 79 91 87
1018
dbsectrainer
Real-time cost awareness for MCP agent workflows
B 81 44 70 N/A N/A 75 83 99
1019
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
1020
Xiaozhang22
Provides access to GitHub trending projects through MCP, allowing AI assistants…
B 81 66 80 90 100 27 81 91
1021
tickory
Tickory MCP Server Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 55 78 71 76 83 98
1022
VeriTeknik
Enables users to track daily calorie consumption by logging meals through natur…
B 81 55 90 100 N/A 44 91 66
1023
ucl-sbde
Tacit MCP Claim
Connects AI assistants to Tacit building digital twins to query buildings, equi…
B 81 54 94 70 53 92 88
1024
ravenwits
This is a TypeScript-based MCP server that provides database interaction capabi…
B 81 54 90 66 N/A 51 95 93
1025
Ansvar-Systems
australian-law-mcp Claim
Australian legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 45 95 91
1026
Azure
TypeScript MCP server for AI-powered containerization workflows with Docker and…
B 81 54 78 58 N/A 93 92 90
1027
Tokio17
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
B 81 54 90 61 N/A 60 95 93
1028
eric-tramel
zoty Claim
A lightweight MCP server that connects AI agents to a local Zotero library for …
B 81 55 68 82 N/A 65 95 95
1029
dandeliongold
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
B 81 55 90 82 N/A 46 90 84
1030
respawn-app
Tool Filter MCP Claim
Filters and blocks specific tools from upstream MCP servers using regex pattern…
B 81 55 90 66 72 81 95
1031
Ansvar-Systems
maltese-law-mcp Claim
Maltese legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
1032
hellolucky
v0-mcp Claim 1
Enables the generation and iterative refinement of React UI components from nat…
B 81 55 88 77 60 84 90
1033
AshtonVaughan
AgentBrowser Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 54 96 70 N/A 30 95 99
1034
AbdelStark
nostr-mcp Claim 2
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
B 81 55 96 73 44 80 100
1035
Eclipse-Cj
Paper Distill MCP Claim 3
Academic paper search across 11 sources with AI curation, ranked push, Zotero a…
B 81 55 88 82 N/A 77 67 91
1036
Ansvar-Systems
bulgarian-law-mcp Claim
Bulgarian legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 92
1037
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 55 84 72 61 82 100
1038
PaulieB14
graph-aave-mcp Claim
AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs
B 81 54 88 61 N/A 74 80 100
1039
Pantheon-LadderWorks
omni-scanner Claim
Codebase observatory with 56+ scanners for git health, architecture, and docume…
B 81 54 96 56 N/A 63 90 97
1040
lostintangent
GistPad-MCP Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 54 78 72 N/A 67 92 95
1041
yeominux
md-feedback Claim
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
B 81 44 72 N/A N/A 60 95 95
1042
Vvkmnn
claude-historian-mcp Claim 1
📜 An MCP server for conversation history search and retrieval in Claude Code
B 81 55 94 100 N/A 69 95 37
1043
caron14
BigQuery Validator Claim 1
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
B 81 55 96 100 75 81 43
1044
sammcj
mcp-llm Claim 1
An MCP server that provides LLMs access to other LLMs
B 81 54 85 58 N/A 81 87 96
1045
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
1046
paulp-o
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skill…
B 81 54 84 62 N/A 73 95 93
1047
Wael-Rd
Enables AI-powered network engineering by providing natural language control ov…
B 81 55 80 82 65 81 96
1048
cagataycali
Strands MCP Server Claim 2
Bidirectional MCP integration that allows Strands agents to both expose themsel…
B 81 55 96 91 47 81 74
1049
blockscout
mcp-server Claim 1
MCP server for Blockscout
B 81 66 81 80 84 69 81 90
1050
manooll
WebFetch.MCP Claim
Enables local LLMs to search the web and fetch clean content from URLs without …
B 81 54 94 65 N/A 55 92 92
Showing 1001–1050 of 59993 servers
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