MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27951 |
mcp-external-memory
Claim
An MCP server that gives LLMs persistent, searchable semantic memory
|
— | ||||||||
| 27952 |
Ziptax Sales Tax API
Claim
Real-time US and Canadian sales and use tax rates by address or geo coordinates.
|
— | ||||||||
| 27953 |
MCP Slack
Claim
Secure read-only MCP server for Slack workspaces
|
— | ||||||||
| 27954 |
grype-mcp
Claim
|
— | ||||||||
| 27955 |
dadata-mcp
Claim
MCP server for DaData.ru — address validation, company lookup, geocoding. 31 to…
|
— | ||||||||
| 27956 |
fashion-shopping
Claim
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
|
— | ||||||||
| 27957 |
NarrateAI
Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
|
— | ||||||||
| 27958 |
Crevio
Claim
AI that runs your business so you don't have to.
|
— | ||||||||
| 27959 |
MCP-Context-Provider
Claim
Static server that provides persistent tool-specific context and rules for AI m…
|
— | ||||||||
| 27960 |
Colab MCP
Claim
A Model Context Protocol server that enables users to control and interact with…
|
— | ||||||||
| 27961 |
MCP Pirsch
Claim
Pirsch Analytics with natural language queries and trend analysis
|
— | ||||||||
| 27962 |
Generate identity-locked 4K images and 5-second vertical videos from a single r…
|
— | ||||||||
| 27963 |
ai-testing-mcp
Claim
MCP server for comprehensive AI testing, evaluation, and quality assurance
|
— | ||||||||
| 27964 |
GhostQA
Claim
AI personas navigate your web app in real browsers, find bugs and UX issues. No…
|
— | ||||||||
| 27965 |
VerifiedState Memory
Claim
Verified memory for AI agents. Signed assertions, billing attestation, session …
|
— | ||||||||
| 27966 |
bizinsured
Claim
AI-powered commercial insurance carrier recommendations for small businesses.
|
— | ||||||||
| 27967 |
VedAstro MCP Server
Claim
Vedic astrology calculations powered by [VedAstro.org](https://vedastro.org). A…
|
— | ||||||||
| 27968 |
RokuMCP
Claim
MCP server for Roku device automation — deploy, ECP control, screenshots, and d…
|
— | ||||||||
| 27969 |
openhive-mcp
Claim
Search and contribute to a shared knowledge base of AI-discovered problem-solut…
|
— | ||||||||
| 27970 |
query-test-mcp
Claim
|
— | ||||||||
| 27971 |
Coinranking
Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
|
— | ||||||||
| 27972 |
BAILII UK Case Law
Claim
Search UK case law on BAILII — court judgments with section extraction. Runs lo…
|
— | ||||||||
| 27973 |
smitheryfy
Claim
|
— | ||||||||
| 27974 |
VAT Validator MCP
Claim
Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.
|
— | ||||||||
| 27975 |
Flux Cloudflare MCP
Claim
Generate high-quality images using AI with seamless integration into your appli…
|
— | ||||||||
| 27976 |
ALA API MCP Server
Claim
Enables interaction with the Atlas of Living Australia API to search and access…
|
— | ||||||||
| 27977 |
iplookup
Claim
IP Lookup MCP — ip-api.com (free, no auth for basic usage)
|
— | ||||||||
| 27978 |
cdpilot
Claim
Zero-dependency browser automation CLI with 40+ commands. Navigate, click, fill…
|
— | ||||||||
| 27979 |
MCPSafari
Claim
MCPSafari: Native Safari MCP Server for AI Agents
|
— | ||||||||
| 27980 |
recipes
Claim
Recipes MCP — wraps TheMealDB API (free tier, no auth)
|
— | ||||||||
| 27981 |
Boilerplate MCP Server
Claim
A foundation for developing custom Model Context Protocol servers in TypeScript…
|
— | ||||||||
| 27982 |
sequentialthinking
Claim
|
— | ||||||||
| 27983 |
outtolunch
Claim
Daily world briefing that tells AI assistants what's actually happening right n…
|
— | ||||||||
| 27984 |
crypto-api-fixer
Claim
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
|
— | ||||||||
| 27985 |
cancersupport
Claim
|
— | ||||||||
| 27986 |
weather
Claim
An MCP server for weather information.
|
— | ||||||||
| 27987 |
mcp-sympy
Claim
MCP server that exposes SymPy's symbolic mathematics functionality
|
— | ||||||||
| 27988 |
gyotak-fish-market
Claim
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
|
— | ||||||||
| 27989 |
karnavals
Claim
|
— | ||||||||
| 27990 |
hibae-admin-gq
Claim
|
— | ||||||||
| 27991 |
ClickUp MCP Server
Claim
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
|
— | ||||||||
| 27992 |
rendezvous-mcp
Claim
Fair meeting point discovery for AI agents with isochrone-based travel time fai…
|
— | ||||||||
| 27993 |
bw
Claim
|
— | ||||||||
| 27994 |
babelwrap-mcp
Claim
Let AI agents interact with any website through natural language instead of CSS…
|
— | ||||||||
| 27995 |
Rezoomex MCP Server
Claim
Enables interaction with the Rezoomex API for project management and user story…
|
— | ||||||||
| 27996 |
jira-cloud-mcp
Claim
|
— | ||||||||
| 27997 |
DataForSEO MCP Server
Claim
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs,…
|
— | ||||||||
| 27998 |
alkemi-mcp
Claim
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks…
|
— | ||||||||
| 27999 |
openpaper-mcp
Claim
Generate academic papers with AI agents and verified citations via OpenPaper.dev
|
— | ||||||||
| 28000 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
|
— | ||||||||