MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30343
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes 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
jina-ai
MCP Claim
Official Jina AI Remote MCP Server
A 86 55 92 92 N/A 60 81 98
153
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
154
cmdaltctr
A lightweight server that connects Claude Code with Google's Gemini AI models, …
A 86 54 90 77 N/A 71 91 97
155
cryptobriefing
gloria-mcp Claim
AI-curated crypto news intelligence for agents. Real-time headlines with sentim…
A 86 66 100 75 93 66 80 92
156
memory-graph
MemoryGraph Claim
Graph-based MCP memory server for AI coding agents to store patterns, track rel…
A 86 55 96 82 88 82 82
157
julianoczkowski
MCP Modus Claim 1
Provides AI assistants with access to complete Modus Web Components documentati…
A 86 55 94 91 N/A 76 95 66
158
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
159
la-rebelion
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
A 85 66 90 76 96 58 81 100
160
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
161
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
162
cyanheads
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study det…
A 85 66 100 80 93 69 69 91
163
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
164
Ompragash
Provides access to Jina's web search, content extraction, image search, and AI-…
A 85 66 84 92 100 42 81 100
165
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
166
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
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
louis49
melchizedek Claim
Persistent memory for Claude Code — offline, single-file, hybrid search.
A 85 55 88 82 N/A 90 95 69
169
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
170
saidsurucu
Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Coun…
A 85 66 86 100 88 48 81 96
171
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
172
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 66 100 86 92 45 76 100
173
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 55 82 100 61 81 96
174
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
175
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
176
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
177
Fervoyush
Enables creation of publication-quality statistical graphics using plotnine's g…
A 85 55 100 91 50 81 89
178
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
179
Pantheon-Security
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + …
A 85 54 94 72 N/A 77 87 95
180
jthora
Remote MCP server for ontological research context. Provides Universal Language…
A 85 66 84 90 100 46 80 97
181
Abhijay007
btcpayserver-mcp Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 55 100 100 56 81 75
182
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
183
withastro
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
A 85 66 92 100 96 25 81 100
184
Codeturion
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated sign…
A 85 55 90 82 N/A 57 95 92
185
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
186
wei
Enables AI assistants to access HackerNews content through structured search, f…
A 85 55 90 100 51 81 94
187
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
188
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 54 100 70 N/A 53 95 96
189
frappe
Frappe MCP Claim
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
A 85 54 96 70 60 92 100
190
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
191
clm-cloud-solutions
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, dep…
A 85 54 94 71 N/A 62 92 99
192
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
193
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
194
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
195
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
196
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 66 100 78 97 50 81 94
197
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
198
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
199
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
200
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
Showing 151–200 of 64126 servers