MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21851 |
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
|
C 68 3⁄3 | ||||||||
| 21852 |
Codex JetBrains MCP
Claim
Enables Codex to retrieve the currently selected file, line numbers, and code s…
|
C 68 3⁄3 | ||||||||
| 21853 |
Provides standardized MCP interfaces for Azure services including Cosmos DB ope…
|
C 68 4⁄4 | ||||||||
| 21854 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 21855 |
kubefwd
Claim
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, …
|
C 68 4⁄3 | ||||||||
| 21856 |
MCP server for Google Search Console & Indexing API — 13 tools for search analy…
|
C 68 3⁄3 | ||||||||
| 21857 |
swagger-mcp
Claim
|
C 68 4⁄3 | ||||||||
| 21858 |
MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test …
|
C 68 3⁄3 | ||||||||
| 21859 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 21860 |
MCP server for ZenMoney personal finance app
|
C 68 3⁄3 | ||||||||
| 21861 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||
| 21862 |
Integrates with Perforce P4 version control system via Model Context Protocol, …
|
C 68 4⁄3 | ||||||||
| 21863 |
xcode-studio-mcp
Claim
Unified MCP server for iOS development — build, run, screenshot, and interact w…
|
C 68 3⁄3 | ||||||||
| 21864 |
Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buf…
|
C 68 4⁄3 | ||||||||
| 21865 |
Enables AI agents to manage UniFi network infrastructure via the Model Context …
|
C 68 4⁄3 | ||||||||
| 21866 |
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
|
C 68 4⁄3 | ||||||||
| 21867 |
Search, discover, and contribute to AgentPedia - the knowledge base for AI agen…
|
C 68 3⁄3 | ||||||||
| 21868 |
A feature-rich gateway and proxy that federates MCP, REST, and gRPC services in…
|
C 68 4⁄4 | ||||||||
| 21869 |
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
|
C 68 4⁄4 | ||||||||
| 21870 |
Enables automated access to LoadRunner Cloud APIs for retrieving performance te…
|
C 68 4⁄4 | ||||||||
| 21871 |
Enables direct interaction with FoundryVTT virtual tabletop servers via native …
|
C 68 4⁄4 | ||||||||
| 21872 |
One server. All tools. A unified MCP platform that connects many apps, tools, a…
|
C 68 4⁄3 | ||||||||
| 21873 |
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
C 68 4⁄4 | ||||||||
| 21874 |
MCP server for Strava integration, enabling LLMs to query activities, athlete s…
|
C 68 4⁄3 | ||||||||
| 21875 |
MCP Telephony server for automating voice calls with Speech-to-Text and Speech …
|
C 68 4⁄3 | ||||||||
| 21876 |
toolhive-cloud-ui
Claim
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
|
C 68 4⁄3 | ||||||||
| 21877 |
Polyglot MCP test generation with 8-section contract enforcement across Python,…
|
C 68 3⁄3 | ||||||||
| 21878 |
Go from natural language to verified finite state machines — topology bugs caug…
|
C 68 3⁄3 | ||||||||
| 21879 |
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
|
C 68 3⁄3 | ||||||||
| 21880 |
summon-app
Claim
Postman for MCP servers
|
C 68 4⁄3 | ||||||||
| 21881 |
An MCP server for Garmin Connect that provides access to fitness activities, he…
|
C 68 3⁄3 | ||||||||
| 21882 |
osmmcp
Claim
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Mode…
|
C 68 4⁄3 | ||||||||
| 21883 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21884 |
Control mpv media player — playback, playlists, YouTube streaming, and download…
|
C 68 3⁄3 | ||||||||
| 21885 |
|
C 68 3⁄3 | ||||||||
| 21886 |
Enables interaction with InfluxDB v3 (Core/Enterprise/Cloud Dedicated) through …
|
C 68 4⁄4 | ||||||||
| 21887 |
chrome-debug-mcp
Claim
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) ser…
|
C 68 4⁄3 | ||||||||
| 21888 |
Geargrafx
Claim
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and em…
|
C 68 3⁄3 | ||||||||
| 21889 |
Enables interaction with Metasploit Framework via the msfrpc protocol, exposing…
|
C 68 3⁄3 | ||||||||
| 21890 |
solon-ai
Claim
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; A…
|
C 68 3⁄3 | ||||||||
| 21891 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21892 |
A local MCP server that provides semantic code search for Python codebases usin…
|
C 68 4⁄3 | ||||||||
| 21893 |
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
|
C 68 4⁄4 | ||||||||
| 21894 |
FlowLens MCP Server
Claim
Enables coding agents to access recorded browser flows (user actions, network, …
|
C 68 4⁄3 | ||||||||
| 21895 |
An MCP server for computer automation that provides tools for screenshots, mous…
|
C 67 3⁄3 | ||||||||
| 21896 |
mcp-annotated-java-sdk
Claim
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
|
C 67 3⁄3 | ||||||||
| 21897 |
Enables Claude Code and Codex to manage TwolineCloud internal portal vacation f…
|
C 67 3⁄3 | ||||||||
| 21898 |
gh-mcp
Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
|
C 67 4⁄3 | ||||||||
| 21899 |
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
|
C 67 4⁄4 | ||||||||
| 21900 |
A Model Context Protocol server that enables AI assistants to control Philips H…
|
C 67 4⁄3 | ||||||||