MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15101
ageborn-dev
architect-mcp-server Claim 1
A powerful, self-extending MCP server for dynamic AI tool orchestration. Featur…
F 30 54 88 26 N/A 58 87 86
15102
dmmulroy
opensrc-mcp Claim 1
A codemode MCP server for fetching and querying dependency source code from npm…
F 30 55 76 61 57 78 77
15103
Laz1mov
mcp-inscription Claim 1 2
Enable AI assistants to interact directly with Bitcoin Ordinals inscriptions. S…
F 30 55 100 61 39 77 80
15104
cashfree
cashfree-mcp Claim 1 4
Cashfree MCP server for cashfree docs and APIs
F 30 55 78 82 N/A 58 65 41
15105
juspay
FDEP MCP Server Claim 1 2
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
F 30 55 96 55 21 77 88
15106
michellechang77
mit_ai_agents_hw3 Claim 1
F 30 54 72 65 N/A 44 90 91
15107
studio-mcp
Studio MCP Claim 1
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
F 30 54 84 56 N/A 81 87 86
15108
mingolladaniele
A lightweight Model Context Protocol (MCP) server that enables natural language…
F 30 54 72 56 N/A 27 90 93
15109
berrydev-ai
BerryRAG Claim 1 2
A local vector database RAG system that integrates with Playwright MCP for web …
F 30 54 84 53 N/A 24 87 92
15110
hwyang93
A humorous MCP server that provides AI agents with "break tools" like taking ba…
F 30 54 54 25 N/A 21 89 54
15111
hueori95
This MCP server provides a tool to generate manual test cases in Markdown or CS…
F 30 55 74 65 32 80 91
15112
kukapay
mcp-test-server Claim 1
A lightweight MCP test server for verifying client connectivity, providing tool…
F 30 66 100 76 95 26 82 100
15113
Imsxm15
awesome-ai-apps Claim 1
F 30 54 90 55 N/A 51 89 91
15114
getpercept
Percept Claim 1 2
Ambient voice intelligence for AI agents. Connects wearable microphones to a lo…
F 30 54 90 41 N/A 55 88 90
15115
kuzudb
Kuzu MCP server Claim 1
This server enables natural language interaction between a user and their Kuzu …
F 30 54 94 45 N/A 56 89 95
15116
loonskai
Anki MCP Server Claim 1
Enables interaction with the Anki desktop flashcard application through the Ank…
F 30 54 66 56 N/A 45 90 91
15117
kukapay
defi-yields-mcp Claim 1 2
An MCP server for AI agents to explore DeFi yield opportunities.
F 30 55 51 31 41 82 87
15118
stolinski
CSS MCP Server Claim 1 2
Provides up-to-date CSS documentation and browser compatibility data from MDN t…
F 30 55 60 82 32 80 85
15119
wang-guanye
Provides software development planning tools to help users create implementatio…
F 30 55 54 32 19 76 82
15120
esola-thomas
Documentation MCP Server Claim 1 2
Enables AI assistants to navigate and query hierarchical documentation structur…
F 30 55 84 31 55 80 92
15121
amiralamox
Jira JQL Tool Claim 1
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
F 30 54 74 68 N/A 25 84 87
15122
AyalaOnGit
File Organizer MCP Claim 1 2
An intelligent MCP server that analyzes folder contents to automatically catego…
F 30 54 38 30 N/A 30 90 35
15123
XPE-7
An MCP server that integrates with Claude to provide smart documentation search…
F 30 55 27 40 23 76 94
15124
abutbul
openapi-mcp-generator Claim 1 2
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
F 30 54 94 37 N/A 58 87 43
15125
tufantunc
ssh-mcp Claim 1
MCP server exposing SSH control for Linux and Windows servers via Model Context…
F 30 54 72 71 N/A 85 87 100
15126
Chimera-Protocol
csl-core Claim 1
Deterministic AI safety policy engine with Z3 formal verification. Write, verif…
F 30 54 72 37 N/A 72 82 93
15127
Tele-AI
doc-ops-mcp Claim 1 2
A universal MCP server for document processing, conversion, and automation. Han…
F 30 55 96 36 69 74 87
15128
genieincodebottle
generative-ai Claim 1
Comprehensive resources on Generative AI, including a detailed roadmap, project…
F 30 66 84 22 0 58 76 88 JU
15129
2slides
2slides MCP Server Claim 1
Enables users to generate presentation slides using 2slides.com's API through C…
F 30 66 54 66 0 57 78 91
15130
palolxx
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
F 30 55 94 58 21 78 95
15131
TheoLawrence86
Interfaces with the Perplexity AI API to provide advanced question answering ca…
F 30 55 84 71 20 78 94
15132
nickbaumann98
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
F 30 55 84 68 19 74 97
15133
antonpk1
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
F 30 55 78 58 50 80 61
15134
amidabuddha
unichat-mcp-server Claim 1
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…
F 30 55 78 65 46 76 91
15135
MDalamin5
This repository contains hands-on projects, code examples, and deployment workf…
F 30 54 66 35 N/A 47 87 92 JU
15136
Pgarciapg
MCP Nano Banana Claim 1 2
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
F 30 55 78 63 45 76 90
15137
aidant64
A secure middleware that intercepts AI agent tool calls to evaluate risks and m…
F 30 55 60 68 24 76 98
15138
TapanBhavsar
A FastMCP server providing session-based memory and dynamic authentication usin…
F 30 55 54 38 22 76 98
15139
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
F 30 54 84 57 N/A 65 88 99
15140
antoncoding
Brian Knows Claim 1 3
Enhance your applications with intelligent context-aware capabilities. Leverage…
F 30 54 84 68 N/A 26 90 92
15141
JerripotulaSriharsha
GNews MCP Server Claim 1 2
Enables searching news articles and retrieving top headlines from the GNews API…
F 30 55 48 15 34 80 67
15142
chrisbrickey
greenroom Claim 1
An entertainment recommender MCP server that integrates with TMDB to help agent…
F 30 55 90 51 32 77 97
15143
houtini-ai
geo-analyzer Claim 1
AI search optimization analysis with actionable findings and gap analysis
F 30 54 94 65 N/A 64 81 97
15144
l0kifs
Enables AI agents to autonomously manage and improve execution processes for re…
F 30 54 66 60 N/A 76 90 100
15145
cwahlfeldt
Blender MCP Server Claim 1 4
A Model Context Protocol server that allows management and execution of Blender…
F 30 54 39 26 N/A 22 84 98
15146
preetash88
E-commerce MCP Server Claim 1 2
Enables comprehensive product management for e-commerce with CRUD operations, A…
F 30 55 84 61 49 78 72
15147
Tommertom
sonos-ts-mcp Claim 1 2
Comprehensive Sonos audio system control through pure TypeScript implementation…
F 30 54 92 58 N/A 34 89 71
15148
gerred
MCP Server Replicate Claim 1 2
A FastMCP server implementation that facilitates resource-based access to AI mo…
F 30 55 78 71 29 78 100
15149
agenttrust
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A p…
F 30 66 90 61 0 71 70 85
15150
SageMindAI
threadline-mcp Claim 1 2
Agent-to-agent messaging relay. Discover agents, send messages, and receive rep…
F 30 54 72 41 N/A 89 90 54
Showing 15101–15150 of 50632 servers
« Prev 1 301 302 303 304 305 1013 Next »