MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22151
fiddlecube
compliant-llm Claim
Build Secure and Compliant AI agents and MCP Servers. YC W23
C 58 43 54 22 N/A 65 95
22152
NBNBTM
PDDL MCP Server Claim
A planning server that enables natural language to PDDL conversion, automatic p…
C 58 43 54 36 N/A 50 92
22153
Oortonaut
task-graph-mcp Claim 1
MCP server for agent task workflows with phases, prompts, gates, and multi-agen…
C 58 43 45 22 N/A 79 95
22154
rockywuest
Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP…
C 58 43 64 28 N/A 39 95
22155
dedalus-labs
linear-mcp Claim 1
A Model Context Protocol server that enables interaction with Linear workspaces…
C 58 44 57 41 48 82
22156
griffithsbs
envmcp Claim
A lightweight way to use environment variables in your Cursor MCP server defini…
C 58 43 60 25 N/A 63 84
22157
surajmandalcell
pgsql-mcp Claim
Enables interaction with PostgreSQL databases through comprehensive database ma…
C 58 44 64 30 51 83
22158
dot-do
MCP (dot-do) Claim
A framework that provides search, fetch, and do primitives to enable AI agents …
C 58 44 48 45 55 84
22159
huuh-me
huuh Claim
huuh.me is AI-native Youtube - dead easy AI for people with stuff to do - colla…
C 58 44 48 68 33 81
22160
openags
Paper Search MCP Claim 1
An MCP server for searching and downloading academic papers from multiple sourc…
C 58 44 61 28 57 83
22161
BarhamAgha1
Bridge MCP Claim
Visual Desktop Bridge - Give any AI full control over Windows to automate apps …
C 58 43 54 41 N/A 51 87
22162
KenosInc
MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyze…
C 58 43 49 31 N/A 57 95
22163
loglmhq
MCP server for interacting with Prometheus metrics and data.
C 58 44 53 56 37 81
22164
Mobeen-Dev
Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify vi…
C 58 43 60 40 N/A 32 95
22165
okets
folder-mcp Claim
Enables LLMs to securely read, search, and analyze local file systems through t…
C 58 43 48 51 N/A 41 90
22166
adamwattis
An MCP server that connects to the Resource Hub, allowing centralized configura…
C 58 44 49 73 24 81
22167
thienntdev
MCP Atlassian Claim
Integration server that connects AI assistants to Atlassian products (Confluenc…
C 58 43 48 42 N/A 49 95
22168
EulerianTechnologies
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
C 58 43 56 41 N/A 48 83
22169
X3r0K
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementa…
C 58 44 58 51 42 76
22170
qingyun-ag2
Zoom MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 43 60 47 N/A 21 95
22171
ThomasMarches
An MCP server implementation to interact with Substrate-based blockchains. Buil…
C 58 43 39 61 N/A 46 87
22172
laurynas-biveinis
Elisp (Emacs Lisp) development support tools, running in Emacs
C 58 33 30 N/A N/A 54 95
22173
public-ui
kolibri Claim
Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed…
C 58 44 36 50 70 84
22174 C 58 43 60 22 N/A 58 90
22175
anish5256
Zerodha MCP Server Claim
Enables natural language access to Zerodha trading accounts for retrieving port…
C 58 33 48 N/A N/A 27 95
22176
Meowrium
MCPGTCG Claim 1
An MCP server for the Genius Invokation TCG simulator that allows AI models to …
C 58 43 69 27 N/A 36 90
22177
feamster
Paymo MCP Server Claim 1
An MCP server for the Paymo platform that enables AI assistants to manage time …
C 58 44 73 41 25 80
22178
ArkVex
Native_MCP Claim
An extensible Model Context Protocol server that enables AI assistants like Cla…
C 58 44 72 31 41 81
22179
hmjz100
Z.ai2api Claim
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式,支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能;Z.…
C 58 43 54 38 N/A 46 90
22180
alderban107
hyprland-mcp Claim 1
An MCP server for Hyprland desktop automation that allows AI assistants to see …
C 58 43 61 31 N/A 45 89
22181
tendayspace
CbetaMCP Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
C 58 44 42 72 34 83
22182
moonolgerd
game-mcp Claim
Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…
C 57 43 56 20 N/A 59 95
22183
cabra-lat
Tuya MCP Server Claim 1
Provides a note storage system with a custom URI scheme and includes tools for …
C 57 43 60 27 N/A 40 95
22184
deus-h
claudeus-wp-mcp Claim
Claudeus WordPress MCP Server
C 57 44 48 43 N/A 55 83
22185
chakarai1234
Provides real-time news feeds from major Singapore news sources including The S…
C 57 44 62 50 24 81
22186
kanwardeep007
An MCP server for integrating AI models with client applications, allowing for …
C 57 44 51 68 21 81
22187
minwoo129
mcp-weather Claim
A Model Context Protocol (MCP) server built with the mcp-framework to provide w…
C 57 43 48 58 N/A 23 92
22188
turkgent
Mevzuat MCP Claim
Provides programmatic access to Turkey's Ministry of Justice Legislation Inform…
C 57 44 38 72 39 80
22189
KunihiroS
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text…
C 57 44 72 28 39 80
22190
ChiragPatankar
A Model Context Protocol (MCP) server that provides AI-powered customer support…
C 57 44 48 66 37 76
22191
Puliczek
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
C 57 33 44 N/A N/A 30 95
22192
fabio-rovai
open-ontologies Claim
AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. …
C 57 44 64 27 N/A 59 78
22193
jpicklyk
Server-enforced workflow discipline for AI agents: work items, dependency graph…
C 57 43 60 10 N/A 72 90
22194
zcaceres
builtwith-api Claim
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
C 57 43 60 0 N/A 78 94
22195
XixianLiang
Control HarmonyOS-next devices with AI through MCP. Support device control and …
C 57 43 60 22 N/A 57 90
22196
marias1lva
Automatically discovers GraphQL APIs through introspection and generates table-…
C 57 44 64 37 39 81
22197
digidenone
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with Sy…
C 57 43 48 43 N/A 49 87
22198
sandraschi
OCR-MCP Claim
Provides advanced OCR capabilities with multiple state-of-the-art backends (Dee…
C 57 44 60 28 61 81
22199
bassem-elsodany
MCP Excel Server Claim 1
An MCP server that enables AI agents to automate Excel file operations includin…
C 57 43 61 38 N/A 29 92
22200
huazhengwang
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 57 43 60 45 N/A 21 94
Showing 22151–22200 of 33449 servers
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