MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5651
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5652
georgejeffers
Enables searching and retrieving UK case law from The National Archives, includ…
B 73 54 55 73 44 95 94
5653
colvint
An MCP server that provides access to personal financial data from Monarch Mone…
B 73 55 85 66 21 81 100
5654
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
5655
sengokusal2025
Enables random number generation with statistical analysis, CSV data storage, a…
B 73 54 78 62 N/A 19 95 96
5656
charles-adedotun
Lilith Shell Claim
An enhanced MCP server that grants AI assistants the ability to execute termina…
B 73 54 90 50 N/A 51 75 91
5657
nfodor
Enables browser automation and web testing on ARM64 devices like Raspberry Pi u…
B 73 55 90 58 35 74 100
5658
jamesctucker
Enforces a three-phase gated workflow (Research → Plan → Implement) for complex…
B 73 55 68 82 32 81 92
5659
sfz009900
A tool that allows penetration testing through Kali Linux commands executed via…
B 73 54 80 61 N/A 27 95 90
5660
spragginsdesigns
This server allows users to perform web searches using Perplexity AI, providing…
B 73 55 78 73 24 81 94
5661
Dedcode14
Enables file management operations on the desktop including creating, reading, …
B 73 55 80 100 N/A 24 95 48
5662
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5663
jgravelle
jCodemunch MCP Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 55 96 20 N/A 72 83 95
5664
JuanCF
scrcpy-mcp Claim 3
MCP server for Android device control via ADB and scrcpy
B 73 55 69 100 N/A 65 76 49
5665
aaronsb
TeXFlow Claim
Enables collaborative document authoring and composition with project-based org…
B 73 54 84 41 N/A 67 94 80
5666
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 55 94 100 21 81 47
5667
failed33
Control ParaView through arbitrary Python code
B 73 54 72 38 N/A 75 95 92
5668
quanticstudios
Doclea MCP Claim
A local MCP server providing persistent memory for AI coding assistants by stor…
B 73 54 72 62 N/A 49 90 90
5669
WeatherXM
WeatherXM Pro MCP Server
B 73 55 76 72 40 81 86
5670
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5671
Quevin
MCP-DayOne Claim 1
A Message Control Protocol server that enables Claude Desktop and other applica…
B 73 54 74 60 N/A 43 90 94
5672
stefanjwojcik
Enables Claude to access and manage a travel company's customer data, trip hist…
B 73 54 78 58 N/A 21 95 100
5673
rt96-hub
MCP Prompt Tester Claim 2
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
B 73 55 81 66 42 76 92
5674
aatakansalar
Integrates Claude Desktop with the Valhalla routing engine to provide OpenStree…
B 73 55 84 65 31 82 93
5675
thuanpham582002
Tabby MCP Server Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 54 68 38 N/A 76 90 98
5676
taybenlor
runno Claim 1
MCP Server for the Runno Sandbox
B 73 55 57 61 N/A 83 80 93
5677
olivio-git
Enables inventory management through MongoDB with tools for creating, listing, …
B 73 55 86 61 27 81 99
5678
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5679
copus-io
copus Claim 1
Search human-curated content recommendations from Copus - The Internet Treasure…
B 73 55 78 57 N/A 47 82 95
5680
stef-codes
Enables interaction with the local file system and retrieval of system informat…
B 73 54 84 53 N/A 29 90 100
5681
duhlink
A server that allows fetching Instagram posts using Chrome's existing login ses…
B 73 54 84 61 N/A 20 95 89
5682
h-lu
CNKI MCP Server Claim 1
Enables AI agents to search and retrieve academic papers from China National Kn…
B 73 55 54 100 N/A 26 95 81
5683
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5684
cluic
wxauto MCP Server Claim
Provides WeChat automation capabilities for AI development tools via the Model …
B 73 54 78 43 N/A 64 95 87
5685
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5686
swax
OneNoteMCP Claim
Enables interaction with Microsoft OneNote via the Microsoft Graph API, allowin…
B 73 55 78 65 33 80 100
5687
xiaobenyang-com
Bilibili-Api Claim 1
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
B 73 64 78 66 83 45 95 63
5688
qpd-v
MCP-Ragdocs Claim 1
A Model Context Protocol (MCP) server that enables semantic search and retrieva…
B 73 55 78 58 48 81 98
5689
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5690
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5691
ahnmichael
GitLab Forum MCP Claim 1
Enables searching, reading, and analyzing discussions on GitLab's community for…
B 73 55 90 82 52 81 48
5692
vpro1032
Enables AI assistants to securely interact with Microsoft SQL Server databases …
B 73 55 96 46 47 81 87
5693
icoretech
airbroke Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
B 73 54 60 37 N/A 88 92 100
5694
Sou0327
knowmint Claim
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
B 73 55 72 77 N/A 55 70 88
5695
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5696
DiaaAj
a-mem-mcp Claim 2
Self-evolving memory system for AI agents
B 73 54 72 72 N/A 53 76 90
5697
CamdenClark
jira-mcp Claim 1
Provides capabilities for searching Jira issues using JQL and retrieving detail…
B 73 55 78 66 41 81 91
5698
cni-locates-rumen
t-pane MCP Server Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 54 94 57 N/A 23 87 91
5699
jerichosequitin
Metabase Claim
A high-performance Model Context Protocol server for AI integration with Metaba…
B 73 54 64 48 N/A 75 95 88
5700
fortunto2
Prefect MCP Server Claim
A server that enables interacting with Prefect workflow automation tools throug…
B 73 54 74 43 N/A 64 91 96
Showing 5651–5700 of 58691 servers
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