MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3751
semanticintent
Enables AI assistants to save, load, and search conversation context with AI-po…
B 75 55 90 48 65 81 89
3752
ImRieul
MySQL MCP Server Claim
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
B 75 55 66 60 74 82 100
3753
jaw9c
registry-mcp Claim 1
An MCP server that serves informtaion from the official MCP registry
B 75 66 63 86 96 21 81 90
3754
tkoba1974
MCP Kroki Server Claim 1
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
B 75 55 90 100 43 81 45
3755
boutquin
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, search…
B 75 54 76 36 N/A 79 90 99
3756
LeeSinLiang
Godot MCP Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 55 96 100 N/A 26 95 36
3757
Gammell53
clawwork Claim
AI agent project management — task boards, progress tracking, and cost reportin…
B 75 54 82 68 N/A 34 83 100
3758
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
3759
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 55 80 66 N/A 52 81 92
3760
hijaz
postmancer Claim 2
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your…
B 75 54 63 72 N/A 52 92 92
3761
remoprinz
swiss-health-mcp Claim 1
Swiss health insurance premiums (Krankenkassen-Prämien) 2016-2026. 1.6M records…
B 75 54 84 58 N/A 50 88 90
3762
ethangillani
Anki MCP Server Claim 1
A Model Context Protocol server that allows LLMs to interact with Anki flashcar…
B 75 54 85 58 N/A 39 90 96
3763
mohammadnajeeb
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
B 75 55 84 68 37 81 93
3764
kayaozkur
Enables intelligent navigation and exploration of the Model Context Protocol sp…
B 75 55 84 67 36 82 98
3765
razorback16
A Node.js server that allows browsing Git repositories through MCP, providing t…
B 75 55 90 58 41 76 99
3766
aaronsb
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
B 75 55 94 82 33 81 66
3767
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
3768
TrueBad0ur
A self-contained, dependency-free MCP server that provides utility tools for ti…
B 75 55 78 72 42 74 100
3769
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 54 90 58 N/A 72 60 95
3770
shinegami-2002
Provides real-time access to medical data including drug interactions, ICD-10 c…
B 75 54 72 58 N/A 48 92 100
3771
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 55 86 27 89 81 98
3772
Ansvar-Systems
botswana-law-mcp Claim 1
Botswana legislation via MCP -- full-text search across statutes and provisions
B 75 54 69 73 N/A 34 95 93
3773
shifusen329
n8n-mcp Claim
A Python-based MCP server adapted from the n8n_agent project that implements a …
B 75 54 84 66 N/A 21 95 97
3774
holocode-ai
Rembg MCP Server Claim 1
Enables AI-powered background removal from images using multiple specialized mo…
B 75 54 84 56 N/A 40 92 95
3775
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
3776
imdinu
apple-mail-mcp Claim
Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FT…
B 75 54 82 32 N/A 80 87 100
3777
Ansvar-Systems
jordanian-law-mcp Claim 1
Jordan legislation via MCP -- full-text search across statutes and provisions
B 75 54 69 73 N/A 34 95 93
3778
Fabien-desablens
A Model Context Protocol server that extracts webpage creation, modification, a…
B 75 55 75 91 68 80 55
3779
GongRzhe
APIWeaver Claim
Dynamically converts any REST API into MCP tools by registering web API configu…
B 75 55 88 63 46 74 94
3780
leonchike
Enables access to SimBrief flight planning data through Claude Desktop with sec…
B 75 55 72 72 45 81 100
3781
pdfgeneratorapi
An MCP server that enables interaction with the PDF Generator API for automated…
B 75 55 81 75 48 81 83
3782
el-el-san
Model Context Protocol server that enables generating videos from text prompts …
B 75 55 84 68 39 80 93
3783
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
3784
BACH-AI-Tools
CEDAR MCP Server Claim
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…
B 75 55 78 68 42 81 100
3785
markolive1501
Provides tools to monitor host system health including CPU load, disk usage, an…
B 75 54 94 56 N/A 27 87 99
3786
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 54 96 68 N/A 12 87 91
3787
konstzv
Enables Claude and other MCP clients to display native macOS notifications with…
B 75 55 78 100 N/A 27 95 54
3788
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
3789
jeelidev
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
B 75 55 60 100 50 81 78
3790
kazuph
Model Context Protocol server for fetching web content and processing images. T…
B 75 55 66 82 N/A 72 95 60
3791
InDate
cdp-tools-mcp Claim 1
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
B 75 54 100 25 N/A 65 95 88
3792
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 54 66 51 N/A 79 95 91
3793
imaginpro
ImaginePro MCP Server Claim 1
Enables AI assistants to generate images and videos through natural language us…
B 75 55 72 72 48 82 96
3794
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
3795
ergrato-dev
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
B 75 54 72 63 N/A 40 95 100
3796
CakeRepository
1password Claim 1
MCP server for 1Password service accounts — tools and resources for vaults and …
B 75 54 45 77 N/A 78 83 99
3797
tomohirof
Verge MCP Server Claim 1
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
B 75 55 88 75 32 80 85
3798
RossH121
An MCP server that enables Claude to perform web searches using Perplexity's AP…
B 75 55 85 63 49 81 91
3799
fwextensions
Form.io MCP Server Claim
Enables AI assistants to interact with Form.io's API to create, read, update, a…
B 75 55 84 71 29 81 97
3800
mrilikecoding
Clawmarks Claim
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
B 75 54 90 53 N/A 37 95 91
Showing 3751–3800 of 45235 servers
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