MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38901
fastmcp-me
Complete knowledge management for AI assistants with Elasticsearch search and d…
N/A N/A
38902
Engr-FaizanAli
Text-to-speech MCP server that enables AI assistants to read text aloud on the …
N/A N/A
38903
josespinal
Remote MCP server for Odoo ERP — exposes Odoo operations over Streamable HTTP w…
38904 N/A N/A 95
38905
Roach
airglow Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
N/A N/A
38906
ATEMMETA
An MCP server that enables AI to connect and manage Jupyter Notebooks in real-t…
38907
JL-VALERO
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
N/A N/A
38908
OrbisFactory
Analyzes Hytale game SDK by automatically detecting the installation, decompili…
N/A N/A
38909
serkan-ozal
Enables to interact with Jaeger distributed tracing system through the MCP prot…
38910
light4
Enables dynamic and reflective problem-solving through a structured thinking pr…
38911
skrishnak7
MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
38912
collactivelabs
A production-ready MCP server that enables Claude and other LLMs to generate im…
N/A N/A
38913
fernando2dias
Calculates Body Mass Index (BMI) based on weight and height, returning the valu…
N/A N/A
38914
TesseraeVentures
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
N/A N/A
38915
scoutos-labs
Enables AI agents to interact with Scout Live platform capabilities through sta…
38916
Rixmerz
A dark industrial-themed MCP server that displays your Proton Calendar events d…
N/A N/A
38917
m-reynaldo35
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to Algor…
38918
joje6
mcp-server Claim
An example MCP server with StreamableHTTPServerTransport, providing calculator …
38919
C3emm
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
N/A N/A
38920
aryanrangapur
Guardian Ops Claim
Enables network vulnerability scanning and CVE detection through an AI assistan…
N/A N/A
38921
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
N/A N/A
38922
CSOAI-ORG
GOC-compliant optical dispense record validation. Captures prescription, lens c…
N/A N/A
38923
Sadivo
MyMCP Claim
Provides tools for Synology NAS operations (login, file management) and Chrome …
38924
WalksWithASwagger
Wedges Claim
A remote MCP server that guides agents through taste extraction exercises to pr…
38925
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
38926
shabib87
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
N/A N/A
38927
zhouxiangjing
mcp-ssh Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
N/A N/A
38928
prmichaelsen
An MCP server that provides comprehensive event management and ticketing capabi…
N/A N/A
38929
matematicsolutions
hu-eli-mcp Claim
Enables AI agents to query Hungary's official legislation database (NJT) using …
38930
GarfieldHuang
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
38931
DasDarki
PixelLabRat Claim
MCP server for generating style-consistent pixel art assets from PixelLab API, …
N/A N/A
38932
fastmcp-me
mcp-toolbox Claim
A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
N/A N/A
38933
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
N/A N/A
38934
blackpilledsoftware-prog
migas-mcp Claim
Enables AI assistants to query local Migas meeting transcripts, including searc…
N/A N/A
38935
tinyc0der
MCP server that enables accessing Jira and Confluence using browser cookies cap…
N/A N/A
38936
nandanosql
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
N/A N/A
38937
it370
mock-mcp Claim
A minimal local HTTP MCP mock server for development and testing, providing pre…
N/A N/A
38938
trafficmorph-gif
tm-mcp Claim
Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
N/A N/A
38939
Vizx-Global
figma-mcp Claim
Enables Claude to create and edit Figma designs in real time through MCP tools,…
38940
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
38941
YuanJinke
PaddleOCR Claim
A local OCR server using PaddleOCR that enables AI agents to extract text from …
N/A N/A
38942
im-voracity
A Python MCP server for Metabase that enables AI assistants to query databases,…
N/A N/A
38943
qtalen
An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI a…
N/A N/A
38944
lzongren
A Model Context Protocol (MCP) server that provides native access to Quip docum…
N/A N/A
38945
kratsg
rucio-mcp Claim
An MCP server that exposes Rucio distributed data management operations as tool…
38946
stuartphilp
Enables interaction with Incident.io to manage incidents, severities, and healt…
38947
knakit
Connect Claude to your IFS Cloud instance and interact with your ERP through na…
N/A N/A
38948
crevio
Crevio Claim
AI that runs your business so you don't have to.
N/A N/A 95
38949
SproitNET
mcp-abap-adt Claim
An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
38950
FuMao2022625
Enables safe MySQL database querying through MCP, allowing natural language to …
N/A N/A
Showing 38901–38950 of 64698 servers
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