MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55351
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
55352
CSOAI-ORG
FHIR-based patient records for domiciliary opticians
N/A N/A
55353
Milo0821
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
55354
450689994
Enables uploading images to ImgBB for free hosting and returns public URLs, sup…
55355
rajatsandeepsen
Provides a template to run an MCP server in a Next.js project using the Vercel …
55356
BryanCaves
Enables access to Twitch API data for retrieving channel statistics, viewership…
81
55357
GRU-953
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
N/A N/A
55358
stackblaze
Enables AI agents to manage, monitor, and query CockroachDB using natural langu…
55359
CoinRithm
Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a us…
55360
stackblaze
rabbitmq-mcp Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
55361
stackblaze
Enables AI assistants to interact with OpenSearch clusters for searching indice…
55362
eren0315
nano-pdf-mcp Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
N/A N/A
55363
KalyankumarKonduru
A comprehensive Model Context Protocol (MCP) server for medical document proces…
55364
hanzala-sohrab
Enables natural language interaction with MySQL databases through MCP, supporti…
55365
KvFxKaido
A Playwright-based MCP server that prioritizes browser observation over automat…
N/A N/A 95
55366
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
55367
comet-ml
Enables interaction with Comet ML's experiment tracking platform through the Mo…
55368
INGV
An MCP server for querying the FDSN Web Service Event APIs of multiple seismolo…
N/A N/A
55369
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
55370
stackblaze
Enables SQL query execution on ClickHouse databases with per-request connection…
55371
nemesiscodex
Pulse Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
N/A N/A
55372
ashrobertsdragon
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
N/A N/A
55373
Goran-Arsov
Fresh Jots Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
55374
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
55375
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
55376
ghostsecurity
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
55377
AbhayVarkad
An MCP server for checking architectural designs against Vastu principles, inte…
55378
yasiraquil
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
N/A N/A
55379
manteclaw
MCP server for Base L2 DeFi operations with 9 monetized endpoints
N/A N/A
55380
ali-commits
tlgrm Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
N/A N/A
55381
DataDawn-org
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
55382
kongenlabs
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
N/A N/A 83
55383
scopecraft
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
N/A N/A
55384
haqops
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
55385
belgrano9
Enables querying Renfe train schedules, checking prices, and finding stations a…
55386
Baho73
A Model Context Protocol server for Max messenger that lets AI assistants send …
55387
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
N/A N/A
55388
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
81
55389
sriram-mk1
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
N/A N/A
55390
intent-runtime Claim 1
Express intent, get results. One unified entry point.
N/A N/A 81
55391
chje12
설명
N/A N/A 95
55392
lixiaowww
veragent-mcp Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
55393
telemetryflow
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
N/A N/A
55394
hostedmcp
Hosted MCP Claim
Provide a hosted environment for Model Context Protocol applications.
N/A N/A 95
55395
snyk-labs
Enables querying Node.js API documentation, including searching for modules and…
55396
Fridayxiao
Provides a comprehensive creative thinking tool with methods like structured pr…
N/A N/A
55397
kar69-96
agentpay Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
N/A N/A 83
55398
pranavkakde
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
N/A N/A
55399
seeker71
Enables AI agents to interact with the Coherence Network platform, allowing the…
55400
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
Showing 55351–55400 of 57160 servers