MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66001
theYahia
MCP server for Isbank (Is Bankasi) developer API (Turkey). Enables access to ac…
66002
JiayuuWang
posthog-mcp Claim
Enables interaction with PostHog product analytics API, supporting project list…
66003
Neige-Neige
A generic MCP memory service that provides AI clients with long-term memory cap…
66004
yuvitbatra
Hands Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
N/A N/A
66005
Mustafa-Ali-Ertugrul
AllBrain MCP Claim
A multi-agent workflow orchestration server with a global SQLite event store, s…
N/A N/A
66006
nirutyodjai
Enables Git repository operations and real-time monitoring via MCP tools, with …
N/A N/A
66007
friday-ai-codes
Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding pla…
66008
Alierkn
gromacs-mcp Claim
Enables running GROMACS molecular dynamics simulations through natural language…
N/A N/A
66009
jcoulaud
shipmail-mcp Claim
Business email MCP server for AI agents. Manage custom-domain mailboxes, read a…
66010
snowworldgithub
Enables customer support interactions including answering FAQs, checking order …
66011
cacack
vyos-mcp Claim 1
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
81
66012
Dilix-Ai
Dilix MCP Claim
Open-source MCP server providing real estate regulatory intelligence (zoning, p…
66013
unifapi-agent
skills Claim
AI agent skills for UnifAPI MCP and public-data workflows
N/A N/A
66014
Loop-XXI
loop-mcp Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
66015
skjshr
fire-fodex Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
N/A N/A
66016
varaprasadreddy9676
Enables Codex to interact with OpenProject for project management, work package…
66017
rugvedp
An MCP (Model Context Protocol) server that gives AI agents live, structured ad…
66018
QA-Shivam
A simple MCP server that provides calculator tools for basic arithmetic operati…
66019
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
81
66020
parallelixnetwork
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
66021
apify
mcpc Claim
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
N/A N/A 95
66022
jordan
metabase Claim
N/A N/A 95
66023
hotdogarea
Converts Markdown documents into visually appealing image cards through the MCP…
N/A N/A
66024
crevio
Crevio Claim
AI that runs your business so you don't have to.
N/A N/A 95
66025
3121n
nabolag-mcp Claim
Norwegian neighborhood data: transit, road-noise & green-area access by coordin…
N/A N/A
66026
playforge-coding
scratch-mcp Claim
Enables AI agents to programmatically edit Scratch .sb3 projects and preview ch…
N/A N/A
66027
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
N/A N/A
66028
qmed-asia
Qmed-AskCPG Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
66029
sor4chi
Searches and retrieves information from Meta Kaggle dataset, including competit…
N/A N/A
66030
chi-feng
atotw-mcp Claim
Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's …
N/A N/A
66031
Rushi264
An MCP server that gives AI agents real-time observability into Apache Kafka cl…
N/A N/A
66032
styfinity
Enables running the entire LinkedIn sales motion inside Claude Code, including …
N/A N/A
66033
wzy4163
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
N/A N/A
66034
vmunagalatrifinlabs
salesroom Claim
N/A N/A 95
66035
misaka2f07
calc Claim
N/A N/A 95
66036
mholzinger
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
66037
alroy
Gong-MCP Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
66038
arsolutioner
A Model Context Protocol (MCP) server for analyzing browser extension security,…
66039
IcHiGo-KuRoSaKiI
Chomper Claim
Chomps through any document, parsing 36+ file formats for AI systems like Claud…
N/A N/A
66040
pipeworx-io
Enables searching and querying Washington County, Minnesota open geospatial dat…
66041
VFX-Tools-LLC
A Model Context Protocol (MCP) server that provides AI assistants with full acc…
66042
gracexiaowork
Enables TestRail test management through MCP tools, allowing users to manage pr…
66043
qodevai
A Model Context Protocol server for GitLab integration, enabling AI assistants …
66044
MSR327
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
N/A N/A
66045
longbiao7498
remote-mcp Claim
A local MCP server that proxies file and shell tools (Read, Write, Edit, Bash, …
N/A N/A
66046
markswendsen-code
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
N/A N/A
66047
jay1234624
Connects AI assistants to the Open Library API for searching books and authors,…
N/A N/A
66048
xavierchoi
claude-code Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
N/A N/A
66049
scmcphub
Enables querying celltype markers from CellMarker database using natural langua…
81
66050
bysonte
Local MCP server for safe querying and inspecting PostgreSQL databases, with wr…
N/A N/A
Showing 66001–66050 of 66394 servers