MCP Server Quality Scores

Independent quality analysis of 66105 public MCP servers

66105
Discovered
31532
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
151
fboldo
OpenSCAD Claim
Render STL and PNG from OpenSCAD code.
A 86 55 78 100 N/A 68 95 86
152
i2y
pydantic-rpc Claim
PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, C…
A 86 54 100 58 N/A 86 95 92
153
bsmi021
A local Model Context Protocol server providing backend tools for AI agents to …
A 86 55 82 100 N/A 42 95 99
154
rog0x
crypto Claim
Hash, encode, UUID, password analysis for AI agents
A 86 44 90 N/A N/A 55 95 95
155
cameronrye
gopher-mcp Claim 1
Modern, cross-platform MCP server enabling AI assistants to browse and interact…
A 86 54 96 58 N/A 79 95 100
156
letuanvu08
Enables AI assistants to manage Anki flashcard collections by creating, searchi…
A 86 55 90 100 N/A 47 95 87
157
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
158
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
159
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
160
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 55 82 100 61 81 96
161
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
162
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
163
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
164
la-rebelion
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
A 85 66 90 76 96 58 81 100
165
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
166
Pantheon-Security
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + …
A 85 54 94 72 N/A 77 87 95
167
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 66 84 92 100 42 81 100
168
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
169
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
170
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
171
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
172
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
173
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
174
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
175
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 54 100 70 N/A 53 95 96
176
frappe
Frappe MCP Claim
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
A 85 54 96 70 60 92 100
177
christerso
celestialnode-mcp Claim 1
Provides real-time space data including ISS and Tiangong tracking, crew in spac…
A 85 55 90 100 49 83 93
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
jthora
Remote MCP server for ontological research context. Provides Universal Language…
A 85 66 84 90 100 46 80 97
180
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
181
cyanheads
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study det…
A 85 66 100 80 93 69 69 91
182
Abhijay007
btcpayserver-mcp Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 55 100 100 56 81 75
183
Ompragash
Provides access to Jina's web search, content extraction, image search, and AI-…
A 85 66 84 92 100 42 81 100
184
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
185
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
186
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 64 100 82 92 39 83 98
187
Fabsbags
swisstrip-mcp Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 66 100 96 92 40 69 97
188
BalajiSriraman
Clerk MCP Server Claim
Enables AI assistants to query and manage Clerk organizations, users, members, …
A 85 66 100 80 94 48 82 94
189
Fervoyush
Enables creation of publication-quality statistical graphics using plotnine's g…
A 85 55 100 91 50 81 89
190
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
191
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
192
dacebt
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
A 85 55 90 100 49 81 93
193
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 66 100 78 97 50 81 94
194
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
195
ChesterRa
ccontext Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 55 94 91 N/A 39 95 92
196
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
197
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
198
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
199
RapierCraft
perplexity-comet-mcp Claim 1
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab manage…
A 85 54 94 61 N/A 82 90 99
200
timesheetIO
Enables natural language control of the Timesheet API for timer management, tas…
A 85 54 94 72 87 81 93
Showing 151–200 of 66105 servers