MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42101
MRWillisT
PullNexus Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
42102
macgaf
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
42103
OneAtDrt
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
N/A N/A
42104
Chillwind132
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
42105
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
42106
Explorer-64
imagcon-mcp Claim
Generate deployment-ready PWA, iOS, and Android app icon sets from a text descr…
42107
dannybombastic
Manages .ai/ workspace folder, syncs assets with a cloud service, and generates…
42108
piscaries
Search MCP Claim
Enables LLM-powered search with Elasticsearch, including query planning, expans…
42109
venkateshtata
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
42110
kylburns89
Enables natural language interaction with ServiceNow instances for managing inc…
N/A N/A
42111
kalikin-artem
Enables semantic search over local markdown note collections using vector embed…
N/A N/A
42112
RobertoReale
Enables verified, bookable hotel price checking with tax-inclusive totals, OTA …
42113
rnd-pro
Maximizes AI agent context window by enabling compact code reading and editing,…
N/A N/A
42114
maqi1520
Converts Markdown content into beautifully designed knowledge cards with custom…
N/A N/A
42115
2loch-ness6
Enables AI coding assistants to access grounded, branch-scoped codebase context…
N/A N/A
42116
dtwang
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
N/A N/A
42117
AnterCreeper
keyscope-mcp Claim
AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents …
N/A N/A
42118
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
N/A N/A
42119
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
42120
cynco-labs
@cynco/mcp Claim
Enables AI agents to read and write Cynco accounting data, including querying b…
42121
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
42122
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
42123
solnera
MCP Gateway Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
N/A N/A
42124
modao-dev
Enables HTML code generation from design descriptions, detailed design specific…
42125
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
42126
CSOAI-ORG
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42127
wayanvota
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
42128
s-h-u-h-a-r-i
firebase-mcp Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
N/A N/A
42129
m4dd0c
Generates .m3u playlists on the user's PC based on their current mood or theme,…
N/A N/A
42130
Facets-cloud
Enables management of Facets Control Plane projects, resources, environments, a…
42131
alanse-inc
Provides comprehensive programmatic control over Google Workspace applications …
42132
getzikra
zikra Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
42133
JohnnieEmmanuel
Enables interaction with Paystack via MCP tools to get total transactions, crea…
42134 N/A N/A 95
42135
charliecpeterson
edamcp Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
N/A N/A
42136
nanobot-ai
Provides an interactive blackjack game with standard rules via MCP tools and a …
42137
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
42138
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
42139
mamisoa
datetime Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
N/A N/A
42140
pjv4yj
Enables secure access to Tor/onion services with content filtering and safety g…
N/A N/A
42141
wesleyribeirobarbosa
Enables AI agents to interact with IoT device data from a smart city, including…
N/A N/A
42142
basst85
A local MCP server that provides semantic memory storage and retrieval for codi…
N/A N/A
42143
FreePeak
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
N/A N/A
42144
Gitmaxd
An MCP server that enables AI assistants to manage Context Repo prompts, docume…
N/A N/A
42145
CSOAI-ORG
MCP server for EU AI Act compliance in employment AI, featuring built-in risk m…
42146
CaullenOmdahl
Enables AI models to search and retrieve photos, videos, and collections from P…
42147
yoursissu.me
isk-hub Claim
N/A N/A 95
42148
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
42149
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
42150
on-panda
Enables GUI automation by executing Python code with instrumented pyautogui, pr…
N/A N/A
Showing 42101–42150 of 46347 servers
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