MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21201 |
Enables interaction with BookStack knowledge management systems through the Boo…
|
B 71 4⁄4 | ||||||||
| 21202 |
An MCP server that connects AI agents to the CrowdStrike Falcon platform for in…
|
B 71 4⁄4 | ||||||||
| 21203 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 21204 |
longbridge/openapi
Claim
LongPort OpenAPI provides real-time stock market data, provides AI access analy…
|
B 71 3⁄3 | ||||||||
| 21205 |
iMCP
Claim
A macOS app that provides an MCP server to your Messages, Contacts, Reminders a…
|
B 71 3⁄3 | ||||||||
| 21206 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 21207 |
mcpforge
Claim
|
B 71 4⁄3 | ||||||||
| 21208 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21209 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||
| 21210 |
Enables context compression for Claude Code by offloading large file queries an…
|
B 71 3⁄3 | ||||||||
| 21211 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
B 71 4⁄3 | ||||||||
| 21212 |
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
|
B 71 3⁄3 | ||||||||
| 21213 |
oraclaw
Claim
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph…
|
B 71 3⁄3 | ||||||||
| 21214 |
jobseek
Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
|
B 71 3⁄3 | ||||||||
| 21215 |
A middleware server that enables multiple isolated instances of the same MCP se…
|
B 71 4⁄3 | ||||||||
| 21216 |
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) w…
|
B 71 3⁄3 | ||||||||
| 21217 |
Institutional memory for AI agents with real BFT consensus. 4 application valid…
|
B 71 4⁄3 | ||||||||
| 21218 |
Enables translation management through Smartling's API, supporting project and …
|
B 71 4⁄4 | ||||||||
| 21219 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 21220 |
Enables AI assistants to perform authorized penetration testing and security as…
|
B 71 4⁄3 | ||||||||
| 21221 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21222 |
VMware vSphere/vCenter management — VM lifecycle (create/clone/delete/migrate),…
|
B 71 4⁄3 | ||||||||
| 21223 |
MCP server for code structure analysis using tree-sitter.
|
B 71 3⁄3 | ||||||||
| 21224 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 21225 |
Local MCP server for desktop automation: mouse, keyboard, screen, windows, and …
|
B 71 3⁄3 | ||||||||
| 21226 |
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
|
B 71 3⁄3 | ||||||||
| 21227 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 21228 |
Connecting AI to biomedical data
|
B 71 4⁄3 | ||||||||
| 21229 |
Generates standup reports from git history by analyzing recent commits across c…
|
B 71 3⁄3 | ||||||||
| 21230 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21231 |
Enables AI agents to interact with Bitrix24 CRM through comprehensive tools for…
|
B 71 4⁄4 | ||||||||
| 21232 |
superman-mcp
Claim
A Cursor enhancement plugin that provides multi-session MCP functionality, a me…
|
B 71 3⁄3 | ||||||||
| 21233 |
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
|
B 71 3⁄3 | ||||||||
| 21234 |
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and…
|
B 71 3⁄3 | ||||||||
| 21235 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 21236 |
Kirby MCP
Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
|
B 71 3⁄3 | ||||||||
| 21237 |
Benchmark, memory, Big O analysis for AI agents
|
B 71 3⁄3 | ||||||||
| 21238 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21239 |
Enables LLMs to discover, understand, and generate Teal R Shiny applications fo…
|
B 71 4⁄3 | ||||||||
| 21240 |
MCP server for Target - search products, manage cart, track orders
|
B 71 3⁄3 | ||||||||
| 21241 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 21242 |
Enables control of Kodi media center through MCP protocol, supporting playback …
|
B 71 4⁄4 | ||||||||
| 21243 |
docx-mcp
Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
|
B 71 3⁄3 | ||||||||
| 21244 |
Read-only MCP access to sessions, funnels, campaigns, errors, live visitors, an…
|
B 71 3⁄3 | ||||||||
| 21245 |
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
|
B 71 3⁄3 | ||||||||
| 21246 |
A command-line chat interface that connects to an MCP server for reading and ed…
|
B 71 3⁄3 | ||||||||
| 21247 |
A filesystem Model Context Protocol server that provides Claude Desktop with ca…
|
B 71 4⁄3 | ||||||||
| 21248 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 21249 |
Build Laravel apps through conversation. Code stored as structured JSON for sur…
|
B 71 4⁄3 | ||||||||
| 21250 |
Scan any project or website for privacy compliance issues directly in your AI c…
|
B 71 3⁄3 | ||||||||