MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47951 |
remoet-mcp
Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
|
— | ||||||||
| 47952 |
MCP SSH Server
Claim
Enables AI assistants to execute commands and transfer files on remote servers …
|
— | ||||||||
| 47953 |
Transforms messy commit histories into clean, secure repositories by scanning f…
|
— | ||||||||
| 47954 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
|
— | ||||||||
| 47955 |
Telbase
Claim
Deploy any web project with one command. AI-native platform with self-healing f…
|
— | ||||||||
| 47956 |
archicad-mcp
Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
|
— | ||||||||
| 47957 |
discrete-structures
Claim
|
— | ||||||||
| 47958 |
MCP server for vacation rental direct bookings. Search properties, check availa…
|
— | ||||||||
| 47959 |
feishu_mcp_server
Claim
Enables Claude/Cursor to interact with Feishu (Lark) bots through MCP, allowing…
|
— | ||||||||
| 47960 |
qa-workflow
Claim
QA bug-fix workflow MCP server that waits for bug reports with source locations…
|
— | ||||||||
| 47961 |
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
|
— | ||||||||
| 47962 |
Qualtrics MCP Server
Claim
A Model Context Protocol server that provides comprehensive control over the Qu…
|
— | ||||||||
| 47963 |
Enables interaction with the Sonic blockchain including wallet management, toke…
|
— | ||||||||
| 47964 |
Pawgo MCP Server
Claim
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
|
— | ||||||||
| 47965 |
Hive Passport
Claim
Hive Passport MCP
|
— | ||||||||
| 47966 |
modelbound-mcp
Claim
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
|
— | ||||||||
| 47967 |
@jungho-dev/fs-mcp
Claim
Provides batch file operations, search, and essential git workflows via stdio M…
|
— | ||||||||
| 47968 |
science-ai-mcp-server
Claim
Academic peer-review and research workflow tools from [Science AI Journal](http…
|
— | ||||||||
| 47969 |
GitHub MCP Agent Server
Claim
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
|
— | ||||||||
| 47970 |
victorialogs-mcp
Claim
|
— | ||||||||
| 47971 |
Netlify MCP Server
Claim
Follows the Model Context Protocol to enable code agents to use Netlify API and…
|
— | ||||||||
| 47972 |
Sentimatix
Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
|
— | ||||||||
| 47973 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
|
— | ||||||||
| 47974 |
MCP Framework Personal
Claim
A production-grade MCP server framework providing multiple specialized servers …
|
— | ||||||||
| 47975 |
Tempus MCP
Claim
Enables AI assistants to manage Toggl Track time entries, projects, and workspa…
|
— | ||||||||
| 47976 |
string-utils-ai-mcp
Claim
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
|
— | ||||||||
| 47977 |
Warden
Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
|
— | ||||||||
| 47978 |
vocametrix
Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
|
— | ||||||||
| 47979 |
email-send-mcp
Claim
An MCP server that enables LLMs to compose and send emails with attachments, an…
|
— | ||||||||
| 47980 |
eff-mcp
Claim
EFF MCP server enables ethical analysis and refinement of user stories using th…
|
— | ||||||||
| 47981 |
Coupang MCP Server
Claim
Enables searching and retrieving product information from Coupang (Korean e-com…
|
— | ||||||||
| 47982 |
jamjet-policy
Claim
MCP stdio interceptor (`@jamjet/mcp-shim`) that applies one YAML policy file (b…
|
— | ||||||||
| 47983 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
|
— | ||||||||
| 47984 |
appstore-mcp
Claim
Enables searching the App Store, retrieving app details, discovering trending a…
|
— | ||||||||
| 47985 |
suprawall-mcp
Claim
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
|
— | ||||||||
| 47986 |
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
|
— | ||||||||
| 47987 |
uspto-patents-mcp
Claim
US patent search, full-text retrieval, claim extraction, citation graph, and we…
|
— | ||||||||
| 47988 |
firmware-attestation-mcp
Claim
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
|
— | ||||||||
| 47989 |
Figma MCP Server
Claim
A server that converts Figma designs into pseudo-code structures optimized for …
|
— | ||||||||
| 47990 |
Provides LLM access to Exasol database via MCP tools, including metadata readin…
|
— | ||||||||
| 47991 |
taxformatter
Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
|
— | ||||||||
| 47992 |
OpenDART MCP Server
Claim
Enables querying South Korean stock disclosures, financial statements, and shar…
|
— | ||||||||
| 47993 |
claude-code-mcp
Claim
An MCP server that gives orchestrator agents fine-grained control over interact…
|
— | ||||||||
| 47994 |
firegex-mcp
Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
|
— | ||||||||
| 47995 |
jlink-mcp
Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
|
— | ||||||||
| 47996 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
|
— | ||||||||
| 47997 |
Enables package tracking across multiple carriers by auto-detecting the carrier…
|
— | ||||||||
| 47998 |
chromium-mcp
Claim
MCP server for web fetching and automation using Chromium headless browser. Ena…
|
— | ||||||||
| 47999 |
cqc-compliance-mcp
Claim
cqc-compliance-mcp for domiciliary opticians
|
— | ||||||||
| 48000 |
re-frida
Claim
MCP server that wraps the Frida dynamic instrumentation toolkit, allowing users…
|
— | ||||||||