MCP Server Quality Scores
Independent quality analysis of 66105 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 1 |
CreateOS MCP
Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
|
D 53 3⁄4 | ||||||||
| 2 |
Locks, work queues and barriers for multi-agent work. Never reads your code, fi…
|
B 83 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 3 |
Run sudo commands with a Fernet-encrypted password bound to machine-id + user.
|
C 66 3⁄3 | ||||||||
| 4 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||
| 5 |
Provides persistent long-term memory for AI agents with semantic search and act…
|
C 66 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 6 |
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
|
D 53 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 7 |
MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, Mar…
|
D 54 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 8 |
Social Intel MCP
Claim
Search Instagram leads by follower counts — find accounts that follow your comp…
|
D 40 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 9 |
smart-context-mcp
Claim
Reduces AI agent token usage by 90% via context compression and task checkpoint…
|
C 66 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 10 |
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
|
C 65 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 11 |
boltmcp
Claim
Enterprise-grade MCP orchestration platform to create, deploy, and manage custo…
|
D 54 3⁄3 | ||||||||
| 12 |
AccuWeather MCP
Claim
MCP server providing weather tools with data sourced from AccuWeather.
|
C 66 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 13 |
Pipeworx
Claim
Live data gateway for AI agents. 261 data sources, 961 tools — SEC filings, FDA…
|
C 59 3⁄4 | ||||||||
| 14 |
MCP server providing access to over 70 Brazilian public data sources across 15 …
|
C 66 3⁄4 | ||||||||
| 15 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 16 |
Connects AI assistants to the Hub API, enabling them to manage resources such a…
|
C 66 3⁄4 | ||||||||
| 17 |
Crypto market microstructure, options, and on-chain metrics. Free discovery; $0…
|
B 83 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 18 |
Structured execution trace and span logging for AI agents
|
C 66 3⁄3 | ||||||||
| 19 |
Provides AI assistants with comprehensive access to real-time and historical fi…
|
C 66 3⁄3 | ||||||||
| 20 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
|
B 73 3⁄3 | ||||||||
| 21 |
MCP server for LynxPrompt — browse, search, and manage AI configuration bluepri…
|
B 73 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 22 |
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
|
D 54 3⁄4 | ||||||||
| 23 |
Turn a product URL into a narrated cinematic demo video, launch video, or deck.
|
F 34 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 24 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
|
B 74 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 25 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 26 |
A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…
|
C 65 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 27 |
Python MCP adapter connecting Claude/Cursor/Cline to the OpenAaaS scientific ag…
|
C 66 3⁄4 | ||||||||
| 28 |
MCP server that enables searching, fetching, and navigating LibreTexts open tex…
|
D 54 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 29 |
psp-whhels-tst-sourexr
Claim
|
D 42 3⁄3 | ||||||||
| 30 |
MCP server for MoySklad (МойСклад) warehouse and CRM management API. 21 tools c…
|
C 66 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 31 |
Live Saudi smart-parking data: spots, EV chargers, stats, and blog. Read-only, …
|
B 83 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 32 |
x402 payment wrapper for AI Agents and MCP Servers. USDC settlements on Base L2.
|
C 55 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 33 |
An MCP server that exposes the full API of the Komodo infrastructure management…
|
C 66 3⁄4 | ||||||||
| 34 |
Fixed-price GC & Brisbane airport and cruise transfers. Live quotes, human-conf…
|
F 34 2⁄5 | ||||||||
| 35 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 36 |
Provides tools to generate SVG vector graphics from text prompts and convert ra…
|
D 54 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 37 |
|
C 65 3⁄3 | ||||||||
| 38 |
test
Claim
|
D 42 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 39 |
agentdeals
Claim
MCP server aggregating free tiers, startup credits & developer tool deals. 4 to…
|
D 40 2⁄5 | ||||||||
| 40 |
AI-powered BESS quoting & energy sales intelligence for Claude and any MCP clie…
|
C 66 3⁄4 | ||||||||
| 41 |
|
C 55 3⁄4 | ||||||||
| 42 |
MCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, …
|
C 66 3⁄4 | ||||||||
| 43 |
Causal reasoning for reliability: root cause, blast radius, and service health …
|
F 34 2⁄5 | ||||||||
| 44 |
Eterna MCP
Claim
No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated su…
|
C 65 3⁄4 | ||||||||
| 45 |
An MCP server that provides AI assistants with full access to Apache Superset i…
|
C 55 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 46 |
MCP server for BabelWrap — give AI agents web browsing superpowers.
|
C 66 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 47 |
Salesforce MCP Server
Claim
Enables Salesforce lead and permission set management through natural language.…
|
C 66 3⁄4 | ||||||||
| 48 |
MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-co…
|
C 66 3⁄4 | ||||||||
| 49 |
Enables users to discover and search for Unstop hackathons through features lik…
|
C 66 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 50 |
A Model Context Protocol server for removing backgrounds from images using AI-p…
|
C 66 3⁄3 | ||||||||