MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5151
niuzaishu
QueryNest ⚡ Claim 2
A MongoDB multi-instance query service built on MCP that provides intelligent d…
B 73 5⁄5 ◉ ⏳ 90 100 — 41 81 32
5152
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 5⁄5 ◉ ⏳ 75 60 — 42 81 100
5153
praveenc
mcp-docs-server Claim 1
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
B 73 5⁄4 ◉ ⏳ 73 62 N/A 29 95 96
5154
Parth3930
Enables AI agents to achieve production-ready solutions through iterative refin…
B 73 5⁄5 ◉ ⏳ 90 58 — 30 82 91
5155
JamesANZ
medical-mcp ⚡ Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 5⁄4 ◉ ⏳ 55 63 N/A 59 90 100
5156
fortunto2
Prefect MCP Server ⚡ Claim
A server that enables interacting with Prefect workflow automation tools throug…
B 73 5⁄4 ◉ ⏳ 74 43 N/A 64 91 96
5157
Af7007
MCP Trader Server ⚡ Claim
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
B 73 5⁄4 ◉ ⏳ 72 70 N/A 29 95 90
5158
cocaxcode
database-mcp ⚡ Claim 1
MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 …
B 73 5⁄4 ◉ ⏳ 61 75 N/A 37 92 92
5159
ConechoAI
This is a Python-based MCP server that provides OpenAI `web_search` built-in to…
B 73 5⁄5 ◉ ⏳ 72 66 — 54 78 91
5160
kalendis-dev
Kalendis MCP ⚡ Claim 1
Enables interaction with the Kalendis scheduling API to manage users, availabil…
B 73 5⁄5 ◉ ⏳ 94 75 — 46 81 55
5161
cyberchitta
Scrapling Fetch MCP ⚡ Claim 1
An MCP server that helps AI assistants access text content from websites that i…
B 73 5⁄5 ◉ ⏳ 61 82 — 51 81 86
5162
shelardipak
Enables Python code linting by integrating the Model Context Protocol with tool…
B 73 5⁄5 ◉ ⏳ 84 68 — 25 81 91
5163
Taki-Ta
Time MCP Server ⚡ Claim 1
Enables LLMs to retrieve current time information for specific IANA timezones o…
B 73 5⁄5 ◉ ⏳ 90 57 — 24 83 100
5164
jshmllr
Sketch Context MCP ⚡ Claim
MCP server to provide Sketch layout information to AI coding agents like Cursor
B 73 5⁄5 ◉ ⏳ 90 46 — 54 80 91
5165
talzach
mcp-angular-cli ⚡ Claim
mcp-angular-cli
B 73 5⁄4 ◉ ⏳ 86 58 N/A 47 82 87
5166
dan6684
Enables Claude to perform semantic search across your Obsidian vault using Smar…
B 73 5⁄4 ◉ ⏳ 94 50 N/A 18 95 91
5167
OgumaruSuisan
ExcelReadMCP Claim
Enables reading and searching Excel files through MCP-compatible clients. Provi…
B 73 5⁄4 ◉ ⏳ 72 57 N/A 37 94 100
5168
sammcj
Snyk MCP Server Claim 1
A standalone server enabling Snyk security scanning through the Model Context P…
B 73 5⁄5 ◉ ⏳ 80 71 — 23 78 99
5169
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 5⁄4 ◉ ⏳ 78 63 N/A 25 95 92
5170
lkm1developer
Apollo.io MCP Server ⚡ Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 5⁄5 ◉ ⏳ 71 67 — 48 82 91
5171
skydeckai
AiDD MCP Server ⚡ Claim
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
B 73 5⁄5 ◉ ⏳ 84 53 — 47 81 94
5172
CycleChain
skillnet-mcp ⚡ Claim
SkillNet MCP Server - Use 200.000k+ Community Skills with MCP
B 73 5⁄5 ◉ ⏳ 84 82 — 49 81 58
5173
curiositech
Provides stateful prompt optimization using research-backed techniques like APE…
B 73 5⁄5 ◉ ⏳ 90 68 — 28 80 86
5174
topskychen
tilde ⚡ Claim 1
Your AI agents' home directory — privacy-first MCP server for portable AI ident…
B 73 5⁄4 ◉ ⏳ 78 57 N/A 35 90 97
5175
call518
MCP-Ambari-API ⚡ Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 5⁄5 ◉ ⏳ 88 38 — 59 81 95
5176
SunWooBang
Jira MCP Server ⚡ Claim 1
Connects Jira with Claude, enabling users to search issues, view issue details,…
B 73 5⁄5 ◉ ⏳ 80 65 — 43 78 94
5177
spences10
mcp-wsl-exec ⚡ Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 5⁄4 ◉ ⏳ 60 57 N/A 60 90 99
5178
Quevin
MCP-DayOne ⚡ Claim 1
A Message Control Protocol server that enables Claude Desktop and other applica…
B 73 5⁄4 ◉ ⏳ 74 60 N/A 43 90 94
5179
ttpears
GitLab MCP Server ⚡ Claim 1
Enables AI-powered exploration and interaction with GitLab instances through co…
B 73 5⁄5 ◉ ⏳ 84 82 — 67 81 44
5180
appleton
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
B 73 5⁄5 ◉ ⏳ 71 100 — 20 81 78
5181
tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, …
B 73 5⁄4 ◉ ⏳ 86 37 N/A 53 94 91
5182
zhiwei5576
Excel MCP Server ⚡ Claim
Enables seamless reading, writing, and analyzing of Excel files through Model C…
B 73 5⁄5 ◉ ⏳ 60 62 — 67 82 100
5183
xiangma9712
MySQL MCP Server ⚡ Claim
Enables interaction with a MySQL database via JSON commands, supporting read-on…
B 73 5⁄5 ◉ ⏳ 90 48 — 49 74 100
5184
landicefu
Enables AI agents to break down complex tasks into manageable pieces using a st…
B 73 5⁄5 ◉ ⏳ 78 91 N/A 45 95 43
5185
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 5⁄5 ◉ ⏳ 96 56 — 23 82 90
5186
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 5⁄5 ◉ ⏳ 74 65 — 37 80 100
5187
flytohub
flyto-core ⚡ Claim
Deterministic execution engine for AI agents with 412 modules across 78 categor…
B 73 5⁄4 ◉ ⏳ 60 38 N/A 92 88 100
5188
Sou0327
knowmint ⚡ Claim
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
B 73 5⁄5 ◉ ⏳ 72 77 N/A 55 70 88
5189
AdityaRapid
Enables AI assistants to interact with Strapi CMS instances through REST API op…
B 73 5⁄5 ◉ ⏳ 84 57 — 47 81 91
5190
3viky
Enables AI agents to check domain availability, perform batch domain lookups, a…
B 73 5⁄5 ◉ ⏳ 78 100 — 45 81 46
5191
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 5⁄4 ◉ ⏳ 76 41 N/A 80 83 92
5192
MonadsAG
capsulecrm-mcp ⚡ Claim
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
B 73 5⁄4 ◉ ⏳ 62 68 N/A 49 92 90
5193
aditya020402
Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…
B 73 5⁄5 ◉ ⏳ 78 66 — 35 78 100
5194
suibin521
An MCP server that generates high-quality images through Volcano Engine's Douba…
B 73 5⁄5 ◉ ⏳ 63 76 — 52 81 92
5195
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 5⁄5 ◉ ⏳ 66 82 — 37 81 90
5196
JCF0
CG Alpha MCP ⚡ Claim
Enables crypto market analysis by combining Elfa's sentiment data and trending …
B 73 5⁄5 ◉ ⏳ 90 68 — 22 81 90
5197
mario-andreschak
Whatsapp-Web MCP
B 73 5⁄4 ◉ ⏳ 60 66 N/A 50 90 98
5198
copus-io
copus ⚡ Claim 1
Search human-curated content recommendations from Copus - The Internet Treasure…
B 73 5⁄5 ◉ ⏳ 78 57 N/A 47 82 95
5199
aatakansalar
Integrates Claude Desktop with the Valhalla routing engine to provide OpenStree…
B 73 5⁄5 ◉ ⏳ 84 65 — 31 82 93
5200
PaulGoldschmidt
Funky Junction ⚡ Claim
Enables quantum circuit design and electromagnetic simulation optimization thro…
B 73 5⁄4 ◉ ⏳ 90 53 N/A 26 87 96
Showing 5151–5200 of 69027 servers
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