MCP Server Quality Scores
Independent quality analysis of 64900 public MCP servers
Last updated 3 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27151 |
MCP server providing AI assistants access to Polish public registries (KRS, CEI…
|
B 70 3⁄4 | ||||||||
| 27152 |
Provides tools for web content extraction, search, embeddings, reranking, and i…
|
B 70 3⁄4 | ||||||||
| 27153 |
Enables Claude Desktop and other MCP clients to list, read, export, and create …
|
B 70 3⁄4 | ||||||||
| 27154 |
An MCP server that provides AI assistants with full access to Fastmail accounts…
|
B 70 3⁄4 | ||||||||
| 27155 |
A local MCP server for generating and editing images using OpenAI-compatible AP…
|
B 70 3⁄4 | ||||||||
| 27156 |
A unified mesh control layer that provides 30 MCP tools for managing distribute…
|
B 70 3⁄4 | ||||||||
| 27157 |
An MCP server for querying Grafana Loki directly with a discovery-first workflo…
|
B 70 3⁄4 | ||||||||
| 27158 |
Valid and reliable data engineering and statistical analysis without hallucinat…
|
B 70 3⁄5 | ||||||||
| 27159 |
Enables interaction with the South African PayFast payment gateway to manage tr…
|
B 70 3⁄4 | ||||||||
| 27160 |
VMware NSX network management — Segments, Tier-0/Tier-1 Gateways, NAT rules, st…
|
B 70 3⁄4 | ||||||||
| 27161 |
arabimaak-gulf-arabic
Claim
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
|
B 70 3⁄4 | ||||||||
| 27162 |
Connects AI assistants to live CryptoPunks data for looking up individual punks…
|
B 70 3⁄4 | ||||||||
| 27163 |
An MCP server for AddressPenny address validation that enables users to validat…
|
B 70 3⁄4 | ||||||||
| 27164 |
A secure Model Context Protocol server providing HTTP endpoints for AI agent to…
|
B 70 3⁄4 | ||||||||
| 27165 |
standards-mcp
Claim
Transforms static coding standards into a queryable live data store for AI agen…
|
B 70 3⁄4 | ||||||||
| 27166 |
Local US home-service pricing, providers ranked by the Vouched Score, rebates, …
|
B 70 2⁄5 | ||||||||
| 27167 |
Enables interaction with Cisco NX-OS devices through CLI commands via NX-API. S…
|
B 70 3⁄4 | ||||||||
| 27168 |
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
|
B 70 3⁄4 | ||||||||
| 27169 |
Secure Edge Gateway for Data Normalization.
|
B 70 3⁄4 | ||||||||
| 27170 |
mcp-server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
|
B 70 3⁄4 | ||||||||
| 27171 |
Enables AI assistants to interact with the Worksection project management platf…
|
B 70 3⁄4 | ||||||||
| 27172 |
litopys
Claim
Persistent graph-based memory for AI agents, stored as plain markdown — no vect…
|
B 70 3⁄4 | ||||||||
| 27173 |
Remote MCP server providing structured data APIs for Google (Search, Maps, Tren…
|
B 70 3⁄4 | ||||||||
| 27174 |
mcp-shiplegal
Claim
Answer a few questions. Get clean, jurisdiction-aware privacy policies and term…
|
B 70 3⁄4 | ||||||||
| 27175 |
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
|
B 70 3⁄4 | ||||||||
| 27176 |
webclaw
Claim
Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extr…
|
B 70 3⁄4 | ||||||||
| 27177 |
MusicBrainz MCP Server
Claim
Enables AI assistants to query the MusicBrainz music database for artists, albu…
|
B 70 3⁄4 | ||||||||
| 27178 |
capsule-mcp-server
Claim
Capsule MCP server gives your AI agent the ability to safely run untrusted Pyth…
|
B 70 3⁄4 | ||||||||
| 27179 |
Enables developers to find personalized open-source contributions by analyzing …
|
B 70 3⁄4 | ||||||||
| 27180 |
Authenticated async GPT-5.6-luna Agent agent with status polling and artifact r…
|
B 70 2⁄5 | ||||||||
| 27181 |
A Model Context Protocol (MCP) server that provides access to EVE University Wi…
|
B 70 3⁄4 | ||||||||
| 27182 |
Provides access to Catalonia's statistical data via the IDESCAT Tables API v2. …
|
B 70 3⁄4 | ||||||||
| 27183 |
Enables AI agents to retrieve real-time weather conditions and forecasts via Op…
|
B 70 3⁄4 | ||||||||
| 27184 |
The first Model Context Protocol server for SellerCloud. Plug Claude into your …
|
B 70 3⁄4 | ||||||||
| 27185 |
A lightweight Notion MCP server that minimizes token usage by returning Markdow…
|
B 70 3⁄4 | ||||||||
| 27186 |
scamverify-mcp
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
B 70 3⁄4 | ||||||||
| 27187 |
Enables integration with the Nomba payment and POS platform in Nigeria. It allo…
|
B 70 3⁄4 | ||||||||
| 27188 |
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
|
B 70 3⁄4 | ||||||||
| 27189 |
xendit-mcp
Claim
A read-only MCP server for securely accessing Xendit payment platform data. It …
|
B 70 3⁄4 | ||||||||
| 27190 |
A Model Context Protocol server that enables LLMs to interact with the Lob.com …
|
B 70 3⁄4 | ||||||||
| 27191 |
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
|
B 70 3⁄4 | ||||||||
| 27192 |
Enables multi-model code review by fanning out issues to multiple LLMs simultan…
|
B 70 3⁄4 | ||||||||
| 27193 |
jupiter-mcp
Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
|
B 70 3⁄4 | ||||||||
| 27194 |
Give your AI assistant access to the entire Pokémon universe
|
B 70 3⁄4 | ||||||||
| 27195 |
An MCP server that enables seamless communication between ABAP systems and MCP …
|
B 70 3⁄4 | ||||||||
| 27196 |
An MCP server that fetches and extracts Claude Design handoff bundles from URLs…
|
B 70 3⁄4 | ||||||||
| 27197 |
AI-powered observability platform for agents. Auto-discovers and recommends MCP…
|
B 70 3⁄4 | ||||||||
| 27198 |
Enables management of Azure DevOps work items including Epics, Features, User S…
|
B 70 3⁄4 | ||||||||
| 27199 |
A full-stack AI application implementing a Model Context Protocol server for re…
|
B 70 3⁄4 | ||||||||
| 27200 |
Generate NDAs, contracts, tenancy agreements, and 24 more document types — dire…
|
B 70 3⁄4 | ||||||||