MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
801
Ansvar-Systems
japan-law-mcp Claim
Japan legislation via MCP — full-text search across statutes and provisions
B 82 54 75 93 N/A 47 95 92
802
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
803
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
804
sheikhcoders
Implements cognitive science-backed interleaved learning techniques to create s…
B 82 66 90 88 94 27 82 92
805
revsmoke
promptrejectormcp Claim
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
B 82 54 90 60 N/A 78 83 98
806
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
807
mrkrsl
web-search-mcp Claim
A simple, locally hosted Web Search MCP server for use with Local LLMs
B 82 54 88 62 N/A 74 92 92
808
YamadaAoi
mcp-sketch Claim
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
B 82 44 78 N/A N/A 58 95 91
809
Digital-Defiance
mcp-screenshot Claim
Screenshot capture with PII masking and cross-platform support for AI agents
B 82 54 96 61 N/A 57 92 96
810
devhelmhq
DevHelm MCP Server Claim
A public, stateless MCP server designed to demonstrate recording, replaying, an…
B 82 66 86 86 92 33 83 98
811
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
812
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
813
beubax
Grapheteria Claim
Grapheteria: A structured framework bringing uniformity to agent orchestration!
B 81 54 90 55 N/A 68 95 96
814
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
815
GlobKurier-pl
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
B 81 66 84 86 92 34 82 92
816
OpenBudget
Provides access to Israel's OpenBudget API, enabling users to query and search …
B 81 66 92 86 90 29 81 91
817
robert7
RemNote MCP Server Claim
Bridges Claude Code and other MCP clients to RemNote, enabling users to manage …
B 81 54 78 68 N/A 80 90 91
818
n3wth
r3 (Recall) Claim
An intelligent memory MCP server that provides AI applications with semantic se…
B 81 55 86 65 82 76 100
819
kovashikawa
BLS MCP Server Claim
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
B 81 55 90 91 48 81 84
820
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
821
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 55 96 73 51 81 96
822
qq418716640
botbell-mcp Claim
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
B 81 55 86 75 61 82 99
823
ianen
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
B 81 55 90 68 72 81 90
824
luvl
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
B 81 55 94 71 50 81 99
825
SebastianBO
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
B 81 54 96 63 N/A 57 83 99
826
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
827
SaptaDey
A scientific reasoning framework that leverages graph structures and the Model …
B 81 55 96 76 58 78 88
828
perfecxion-ai
Secure MCP Server Claim 1
Provides an enterprise-grade Model Context Protocol implementation with advance…
B 81 55 96 75 57 80 90
829
netmexmedia
Netmex MCP Claim
A lightweight and extendable MCP server toolkit that allows developers to build…
B 81 55 78 87 N/A 31 95 100
830
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
831
ExpertVagabond
ibmz Claim
IBM Z mainframe MCP server - Key Protect HSM & z/OS
B 81 54 94 61 N/A 52 95 97
832
lofcz
Provides LLM-optimized filesystem access with intelligent file pagination for l…
B 81 54 96 62 N/A 46 90 99
833
isaacgounton
Enables AI assistants to interact with BigCommerce stores through comprehensive…
B 81 55 92 100 23 81 89
834
KryptosAI
mcp-observatory Claim
Regression testing for MCP servers. Checks capabilities, invokes tools, detects…
B 81 44 71 N/A N/A 64 95 93
835
griffinwork40
Twilio MCP Server Claim 1
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
B 81 55 94 75 51 82 96
836
Nikolaibibo
ComfyUI MCP Server Claim
Enables Claude Desktop to interact with local ComfyUI installations for AI-powe…
B 81 55 100 82 N/A 26 95 83
837
LingTravel
atlas-browser-mcp Claim 2
Enables AI agents to navigate the web visually using screenshot-based interacti…
B 81 55 90 91 N/A 42 90 78
838
pranciskus
newsmcp Claim
Real-time world news for AI agents — events clustered from hundreds of sources,…
B 81 54 84 61 70 90 97
839
abhishekgahlot2
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
B 81 44 90 N/A N/A 28 95 95
840
opensubtitles
Enables searching and downloading subtitles from OpenSubtitles.com through thei…
B 81 55 100 68 50 81 95
841
nikydobrev
Enables interaction with multiple Azure DevOps organizations simultaneously, pr…
B 81 55 78 100 47 81 88
842
Ansvar-Systems
greek-law-mcp Claim
Greek legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
843
hqtrung
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
B 81 55 88 82 44 81 100
844
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 55 74 100 N/A 46 95 78
845
georgeglarson
Venice MCP Server Claim
Enables AI assistants to access Venice AI's capabilities including chat with op…
B 81 55 84 68 72 81 99
846
desimpkins
A comprehensive MCP server that provides full integration with LightRAG API, of…
B 81 55 100 68 45 81 100
847
jacopoc
A proof of concept MCP server for Apache OFBiz
B 81 54 78 68 N/A 67 95 97
848
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 55 100 70 50 82 94
849
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
850
cardmagic
messages Claim 1
Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
B 81 54 94 58 N/A 62 92 94
Showing 801–850 of 44165 servers
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