MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
151
harn1shmodi
VSGuard MCP Claim
Provides real-time OWASP ASVS security guidance and vulnerability scanning for …
A 86 64 96 79 90 46 95 96
152
LarryWalkerDEV
AI virtual staging for real estate — stage rooms, beautify floor plans, classif…
A 86 66 96 84 95 51 81 98
153
sonwr
mcp-domain-radar Claim
Enables AI assistants to check domain availability in real-time during brand na…
A 86 44 76 71 95 99
154
Pantheon-Security
notebooklm-mcp-secure Claim 1
Security-hardened NotebookLM MCP with post-quantum encryption
A 86 55 100 57 N/A 89 95 91
155
bsmi021
A local Model Context Protocol server providing backend tools for AI agents to …
A 86 55 82 100 N/A 42 95 99
156
fboldo
OpenSCAD Claim
Render STL and PNG from OpenSCAD code.
A 86 55 78 100 N/A 68 95 86
157
markswendsen-code
delta Claim
MCP server for Delta Airlines - search flights, check status, manage trips
A 86 55 94 100 N/A 30 95 91
158
Fabsbags
swisstrip-mcp Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 66 100 96 92 40 69 97
159
andyWang1688
sql-query-mcp Claim
A general-purpose MCP server that lets AI work with multiple databases within c…
A 85 44 72 N/A N/A 76 95 98
160
niledatabase
nile-mcp-server Claim 1
Manage and query Postgres databases, tenants, users, auth using LLMs
A 85 54 94 73 N/A 65 89 98
161
mfukushim
This is a simple Reversi game that uses MCP-UI. > Note: Currently, there is no…
A 85 66 86 86 96 60 81 96
162
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
163
Hydrata
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cl…
A 85 66 90 84 99 47 81 100
164
toolprint
hypertool-mcp Claim
Dynamically expose tools from proxied servers based on an Agent Persona
A 85 54 96 58 N/A 78 94 100
165
ChesterRa
ccontext Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 55 94 91 N/A 39 95 92
166
disnet
Flint Note Claim 2
An agent-first note-taking system that provides AI-guided creation and organiza…
A 85 55 92 100 N/A 76 95 51
167
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
168
liao1fan
Schedule Task MCP Claim
Enables creation and management of scheduled tasks with interval, cron, or one-…
A 85 55 88 100 N/A 48 95 82
169
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 55 82 100 61 81 96
170
danishashko
make-mcp Claim 1
Unofficial MCP server for Make.com automation - build, validate & deploy scenar…
A 85 55 90 100 N/A 58 83 84
171
clm-cloud-solutions
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, dep…
A 85 54 94 71 N/A 62 92 99
172
saidsurucu
Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Coun…
A 85 66 86 100 88 48 81 96
173
planexeorg
PlanExe Claim
Create a plan from a description in minutes. The generated plan contains: Gant…
A 85 66 90 74 100 58 81 99
174
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
175
Codeturion
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated sign…
A 85 55 90 82 N/A 57 95 92
176
la-rebelion
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
A 85 66 90 76 96 58 81 100
177
IBM
Physics MCP Server Claim
Provides 55 specialized tools for precise physics calculations and rigid-body s…
A 85 66 84 86 94 69 82 89
178
OwlTing
OwlPay MCP Server Claim
Enables LLMs to search and retrieve OwlPay documentation directly through natur…
A 85 66 84 100 94 45 81 94
179
rccyx
Enables language models to securely manage HashiCorp Vault secrets and ACL poli…
A 85 55 100 73 69 80 99
180
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 66 100 86 92 45 76 100
181
wei
Enables AI assistants to access HackerNews content through structured search, f…
A 85 55 90 100 51 81 94
182
ilhamfp
pasal Claim 1
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + RE…
A 85 66 94 86 91 50 82 94
183
akshatnerella
Arduino MCP Server Claim 2
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
A 85 55 94 82 N/A 53 95 92
184
Ompragash
Provides access to Jina's web search, content extraction, image search, and AI-…
A 85 66 84 92 100 42 81 100
185
krzko
google-cloud-mcp Claim
🤖 A Model Context Protocol (MCP) server for Google Cloud (GCP)
A 85 54 96 67 N/A 78 89 91
186
gbrigandi
mcp-server-wazuh Claim
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-…
A 85 54 92 71 N/A 71 92 95
187
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 66 84 92 100 42 81 100
188
frappe
Frappe MCP Claim
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
A 85 54 96 70 60 92 100
189
Mubashwer
Git Mob MCP Server Claim 2
Enables management of co-authors for pair and mob programming sessions by autom…
A 85 55 84 82 N/A 69 95 92
190
CamdenClark
Anki MCP Server Claim 1
A TypeScript-based server that integrates with Anki via the AnkiConnect plugin,…
A 85 55 94 100 N/A 47 95 73
191
dacebt
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
A 85 55 90 100 49 81 93
192
withastro
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
A 85 66 92 100 96 25 81 100
193
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 64 100 82 92 39 83 98
194
Abhijay007
btcpayserver-mcp Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 55 100 100 56 81 75
195
up2itnow0822
clawpay-mcp Claim 1
Non-custodial x402 MCP payment layer for AI agents. Enables autonomous USDC pay…
A 85 44 90 83 75 90
196
markswendsen-code
mcp-costco Claim
Enables interaction with Costco.com via browser automation to search products, …
A 85 55 94 100 N/A 30 95 86
197
louis49
melchizedek Claim
Persistent memory for Claude Code — offline, single-file, hybrid search.
A 85 55 88 82 N/A 90 95 69
198
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 54 100 70 N/A 53 95 96
199
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
200
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
Showing 151–200 of 66394 servers