MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66001 |
is-bankasi-mcp
Claim
MCP server for Isbank (Is Bankasi) developer API (Turkey). Enables access to ac…
|
— | ||||||||
| 66002 |
posthog-mcp
Claim
Enables interaction with PostHog product analytics API, supporting project list…
|
— | ||||||||
| 66003 |
Memory MCP Server
Claim
A generic MCP memory service that provides AI clients with long-term memory cap…
|
— | ||||||||
| 66004 |
Hands
Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
|
— | ||||||||
| 66005 |
AllBrain MCP
Claim
A multi-agent workflow orchestration server with a global SQLite event store, s…
|
— | ||||||||
| 66006 |
Git Memory MCP Server
Claim
Enables Git repository operations and real-time monitoring via MCP tools, with …
|
— | ||||||||
| 66007 |
@friday-ai-codes/mcp
Claim
Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding pla…
|
— | ||||||||
| 66008 |
gromacs-mcp
Claim
Enables running GROMACS molecular dynamics simulations through natural language…
|
— | ||||||||
| 66009 |
shipmail-mcp
Claim
Business email MCP server for AI agents. Manage custom-domain mailboxes, read a…
|
— | ||||||||
| 66010 |
Enables customer support interactions including answering FAQs, checking order …
|
— | ||||||||
| 66011 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
|
— | ||||||||
| 66012 |
Dilix MCP
Claim
Open-source MCP server providing real estate regulatory intelligence (zoning, p…
|
— | ||||||||
| 66013 |
skills
Claim
AI agent skills for UnifAPI MCP and public-data workflows
|
— | ||||||||
| 66014 |
loop-mcp
Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
|
— | ||||||||
| 66015 |
fire-fodex
Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
|
— | ||||||||
| 66016 |
openproject-codex
Claim
Enables Codex to interact with OpenProject for project management, work package…
|
— | ||||||||
| 66017 |
All About Ads MCP
Claim
An MCP (Model Context Protocol) server that gives AI agents live, structured ad…
|
— | ||||||||
| 66018 |
Calculator MCP Server
Claim
A simple MCP server that provides calculator tools for basic arithmetic operati…
|
— | ||||||||
| 66019 |
Nexar MCP Server
Claim
Enables searching for electronic components through the Nexar Supply API, provi…
|
— | ||||||||
| 66020 |
parallelix-mcp
Claim
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
|
— | ||||||||
| 66021 |
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
|
— | ||||||||
| 66022 |
metabase
Claim
|
— | ||||||||
| 66023 |
md2card-mcp-server
Claim
Converts Markdown documents into visually appealing image cards through the MCP…
|
— | ||||||||
| 66024 |
Crevio
Claim
AI that runs your business so you don't have to.
|
— | ||||||||
| 66025 |
nabolag-mcp
Claim
Norwegian neighborhood data: transit, road-noise & green-area access by coordin…
|
— | ||||||||
| 66026 |
scratch-mcp
Claim
Enables AI agents to programmatically edit Scratch .sb3 projects and preview ch…
|
— | ||||||||
| 66027 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
|
— | ||||||||
| 66028 |
Qmed-AskCPG
Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
|
— | ||||||||
| 66029 |
Meta Kaggle MCP Server
Claim
Searches and retrieves information from Meta Kaggle dataset, including competit…
|
— | ||||||||
| 66030 |
atotw-mcp
Claim
Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's …
|
— | ||||||||
| 66031 |
mcp-kafka-observer
Claim
An MCP server that gives AI agents real-time observability into Apache Kafka cl…
|
— | ||||||||
| 66032 |
linkedin-engine
Claim
Enables running the entire LinkedIn sales motion inside Claude Code, including …
|
— | ||||||||
| 66033 |
hdu-ics-mcp-server
Claim
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
|
— | ||||||||
| 66034 |
salesroom
Claim
|
— | ||||||||
| 66035 |
calc
Claim
|
— | ||||||||
| 66036 |
ghe-mcp-gateway
Claim
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
|
— | ||||||||
| 66037 |
Gong-MCP
Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
|
— | ||||||||
| 66038 |
SecureAnnex MCP Server
Claim
A Model Context Protocol (MCP) server for analyzing browser extension security,…
|
— | ||||||||
| 66039 |
Chomper
Claim
Chomps through any document, parsing 36+ file formats for AI systems like Claud…
|
— | ||||||||
| 66040 |
arcgis-washingtoncomn
Claim
Enables searching and querying Washington County, Minnesota open geospatial dat…
|
— | ||||||||
| 66041 |
ftrack MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with full acc…
|
— | ||||||||
| 66042 |
testrail-mcp-server
Claim
Enables TestRail test management through MCP tools, allowing users to manage pr…
|
— | ||||||||
| 66043 |
qodev-gitlab-mcp
Claim
A Model Context Protocol server for GitLab integration, enabling AI assistants …
|
— | ||||||||
| 66044 |
iitkgp-erp-mcp
Claim
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
|
— | ||||||||
| 66045 |
remote-mcp
Claim
A local MCP server that proxies file and shell tools (Read, Write, Edit, Bash, …
|
— | ||||||||
| 66046 |
@striderlabs/mcp-youtube
Claim
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
|
— | ||||||||
| 66047 |
Open Library MCP Server
Claim
Connects AI assistants to the Open Library API for searching books and authors,…
|
— | ||||||||
| 66048 |
claude-code
Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
|
— | ||||||||
| 66049 |
biomarker-mcp
Claim
Enables querying celltype markers from CellMarker database using natural langua…
|
— | ||||||||
| 66050 |
postgres-mcp-server
Claim
Local MCP server for safe querying and inspecting PostgreSQL databases, with wr…
|
— | ||||||||