MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
151
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
152
cloudflare
mcp Claim
Cloudflare MCP servers
A 86 66 78 86 100 78 81 95
153
cmdaltctr
A lightweight server that connects Claude Code with Google's Gemini AI models, …
A 86 54 90 77 N/A 71 91 97
154
anikghosh256
Fortnox Doc MCP Claim
Provides comprehensive documentation for 377 Fortnox API endpoints and 81 resou…
A 86 55 96 100 45 81 94
155
sonwr
domain-radar Claim
MCP server that checks domain availability in real-time during brand naming
A 86 44 76 N/A N/A 71 95 99
156
CleanSlice
CleanSlice Claim
Architecture docs and patterns for NestJS + Nuxt full-stack apps
A 86 66 84 90 91 62 82 99
157
node2flow-th
Connects AI assistants to your n8n instance to manage workflows, executions, cr…
A 86 55 96 100 50 81 88
158
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 66 100 78 97 50 81 94
159
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 54 100 70 N/A 53 95 96
160
mizchi
MCP Reloader Claim
A hot-reload development tool that enables real-time development of MCP (Model …
A 85 55 90 87 N/A 49 95 95
161
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
162
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
163
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
164
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
165
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
166
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
167
ChesterRa
ccontext Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 55 94 91 N/A 39 95 92
168
rccyx
Enables language models to securely manage HashiCorp Vault secrets and ACL poli…
A 85 55 100 73 69 80 99
169
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
170
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 66 100 86 92 45 76 100
171
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
172
jthora
Remote MCP server for ontological research context. Provides Universal Language…
A 85 66 84 90 100 46 80 97
173
wei
Enables AI assistants to access HackerNews content through structured search, f…
A 85 55 90 100 51 81 94
174
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
175
christerso
celestial-node Claim 1
Real-time space data — ISS tracking, rocket launches, space news, Mars weather,…
A 85 55 90 100 N/A 49 83 93
176
dacebt
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
A 85 55 90 100 49 81 93
177
withastro
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
A 85 66 92 100 96 25 81 100
178
neverinfamous
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
A 85 55 75 87 N/A 63 95 100
179
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
180
Fervoyush
Enables creation of publication-quality statistical graphics using plotnine's g…
A 85 55 100 91 50 81 89
181
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 66 84 92 100 42 81 100
182
Hydrata
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cl…
A 85 66 90 84 99 47 81 100
183
IDEA-Research
DINO-X-MCP Claim 1
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with rea…
A 85 66 96 100 81 51 81 92
184
cyanheads
Search ClinicalTrials.gov — find studies, retrieve results, match patients to e…
A 85 66 100 80 93 69 69 91
185
timesheetIO
Enables natural language control of the Timesheet API for timer management, tas…
A 85 54 94 72 87 81 93
186
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
187
sharozdawa
robotstxt-ai-mcp Claim
Analyze and generate robots.txt files with AI crawler awareness. Fetch any site…
A 85 44 76 69 95 98
188
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
189
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
190
Fabsbags
swisstrip-mcp Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 66 100 96 92 40 69 97
191
Ompragash
Provides access to Jina's web search, content extraction, image search, and AI-…
A 85 66 84 92 100 42 81 100
192
louis49
melchizedek Claim
Persistent memory for Claude Code — offline, single-file, hybrid search.
A 85 55 88 82 N/A 90 95 69
193
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
194
frappe
Frappe MCP Claim
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
A 85 54 96 70 60 92 100
195
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
196
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
197
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
198
wlmwwx
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
A 85 66 84 92 100 41 81 100
199
la-rebelion
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
A 85 66 90 76 96 58 81 100
200
brainsparker
youdotcom-mcp-server Claim 1
A Model Context Protocol (MCP) server that provides web search functionality us…
A 85 64 86 86 100 40 95 90
Showing 151–200 of 40420 servers
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