MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 2 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21051 |
An MCP (Model Context Protocol) server that provides access to Bing Webmaster T…
|
B 72 4⁄4 | ||||||||
| 21052 |
NOT for educational purposes: An MCP server for professional penetration tester…
|
B 72 4⁄3 | ||||||||
| 21053 |
Provides tools to connect, query, and manage Microsoft SQL Server databases thr…
|
B 72 3⁄3 | ||||||||
| 21054 |
A comprehensive MCP server providing unified access to the Hedera DeFi ecosyste…
|
B 72 4⁄4 | ||||||||
| 21055 |
Connects AI coding assistants to Snyk API & Web for onboarding scan targets, co…
|
B 72 3⁄3 | ||||||||
| 21056 |
mesh
Claim
One secure endpoint for every MCP server. Deploy anywhere.
|
B 72 4⁄3 | ||||||||
| 21057 |
|
B 72 4⁄3 | ||||||||
| 21058 |
Twitter Bridge MCP
Claim
Enables Claude.ai to interact with Twitter/X by using browser automation to per…
|
B 72 3⁄3 | ||||||||
| 21059 |
Provides a standardized interface for interacting with Quickbase's JSON RESTful…
|
B 72 4⁄4 | ||||||||
| 21060 |
memviz
Claim
Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory…
|
B 72 4⁄3 | ||||||||
| 21061 |
javalens-mcp
Claim
56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, …
|
B 72 3⁄3 | ||||||||
| 21062 |
Enables AI agents to launch, monitor, and manage long-running terminal processe…
|
B 72 3⁄3 | ||||||||
| 21063 |
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded A…
|
B 72 4⁄3 | ||||||||
| 21064 |
studiomeyer-crm
Claim
AI-native CRM with 33 tools. Pipeline, leads, health scores, revenue analytics,…
|
B 72 3⁄3 | ||||||||
| 21065 |
Shared Memory That Never Forgets — persistent memory for AI agents with Space-b…
|
B 72 3⁄3 | ||||||||
| 21066 |
just-mcp
Claim
Share the same project justfile tasks with your AI Coding Agent.
|
B 72 4⁄3 | ||||||||
| 21067 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
|
B 72 3⁄3 | ||||||||
| 21068 |
MCP server for CloudPayments API — charge, auth, confirm, void, refund, find tr…
|
B 72 3⁄3 | ||||||||
| 21069 |
Preview release of FusionAuth API MCP server
|
B 72 4⁄3 | ||||||||
| 21070 |
LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server desig…
|
B 72 4⁄3 | ||||||||
| 21071 |
A Python implementation that enables Large Language Models to interact with Pay…
|
B 72 4⁄4 | ||||||||
| 21072 |
An MCP server that exposes the python-bitcoinlib API. It provides tools for Bit…
|
B 72 3⁄3 | ||||||||
| 21073 |
Orchestrates 3D scene creation, camera paths, and physics-driven animations, br…
|
B 72 4⁄4 | ||||||||
| 21074 |
ronykit
Claim
API Framework supporting REST and RPC.
|
B 72 3⁄3 | ||||||||
| 21075 |
A command-line utility for interacting with MCP servers.
|
B 72 4⁄3 | ||||||||
| 21076 |
Google Ads - AdLoop
Claim
An MCP server that gives your AI assistant read + write access to Google Ads an…
|
B 72 4⁄3 | ||||||||
| 21077 |
jobseek
Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
|
B 71 3⁄3 | ||||||||
| 21078 |
MCP server to query Data Commons indicators and observations (base or custom).
|
B 71 4⁄3 | ||||||||
| 21079 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 21080 |
MCP server for Target - search products, manage cart, track orders
|
B 71 3⁄3 | ||||||||
| 21081 |
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
|
B 71 3⁄3 | ||||||||
| 21082 |
A middleware server that enables multiple isolated instances of the same MCP se…
|
B 71 4⁄3 | ||||||||
| 21083 |
Bench
Claim
USB hardware discovery, device identification, serial communication, and diagno…
|
B 71 3⁄3 | ||||||||
| 21084 |
Enables AI assistants to interact with ClickUp's task management API for core p…
|
B 71 4⁄4 | ||||||||
| 21085 |
Institutional memory for AI agents with real BFT consensus. 4 application valid…
|
B 71 4⁄3 | ||||||||
| 21086 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21087 |
Parquet MCP Server
Claim
Enables querying, modifying, and managing Parquet files with CRUD operations, s…
|
B 71 4⁄3 | ||||||||
| 21088 |
Turns idle AI quota into verified microtask output by coordinating agents to pu…
|
B 71 3⁄3 | ||||||||
| 21089 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 21090 |
Connecting AI to biomedical data
|
B 71 4⁄3 | ||||||||
| 21091 |
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
|
B 71 3⁄3 | ||||||||
| 21092 |
Provides persistent, decay-aware memory for AI applications by integrating the …
|
B 71 3⁄3 | ||||||||
| 21093 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 21094 |
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
|
B 71 3⁄3 | ||||||||
| 21095 |
oraclaw
Claim
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph…
|
B 71 3⁄3 | ||||||||
| 21096 |
Enables AI agents to directly control your real Chrome browser with full contex…
|
B 71 3⁄3 | ||||||||
| 21097 |
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) w…
|
B 71 3⁄3 | ||||||||
| 21098 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21099 |
Local-first knowledge graph for developers. Watches project files, extracts ent…
|
B 71 4⁄3 | ||||||||
| 21100 |
Generates standup reports from git history by analyzing recent commits across c…
|
B 71 3⁄3 | ||||||||