MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49001
kamolc4
Enables searching Verix records, retrieving record details, and running analysi…
— ○ ⏳ — — — — — —
49002
seonmikii
Enables using the GDC (gdc-service) from Claude Code/Desktop through MCP tools,…
— ○ ⏳ — N/A N/A — — —
49003
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
— ○ ⏳ — N/A N/A — — —
49004
StevenBtw
Provides access to Marimo documentation with tools to retrieve API details for …
— ○ ⏳ — — — — — —
49005
SyneHQ
Enables LLMs to interact with DuckDB databases through MCP tools for SQL querie…
— ○ ⏳ — N/A N/A — — —
49006
CSOAI-ORG
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
— ○ ⏳ — — — — 81 —
49007
Rockhopper-Co
Enables AI tools like Claude, Cursor, and Copilot to interact with your Rockhop…
— ○ ⏳ — — — — — —
49008
srurora
OpsPilot MCP Claim
An MCP server exposing Kubernetes-style diagnostic tools to an LLM agent, with …
— ○ ⏳ — N/A N/A — — —
49009
colin807
wmcp Claim
— ○ ⏳ — N/A N/A — 95 —
49010
jules-tnk
Enables AI agents to send HTTP requests to any endpoint with full control over …
— ○ ⏳ — N/A N/A — — —
49011
SkinnyMonk
EAG MCP Demo Claim
A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
— ○ ⏳ — N/A N/A — — —
49012
antra-tess
Interactive, persistent terminal sessions for AI assistants via Model Context P…
— ○ ⏳ — N/A N/A — — —
49013
rcarrascosps
Enables management of Oracle WebLogic Server domains using WLST, including serv…
— ○ ⏳ — — — — — —
49014
itsalfredakku
domain-mcp Claim 1
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
— ○ ⏳ — — — — 81 —
49015
cinderhaus
heygen-mcp Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
— ○ ⏳ — — — — — —
49016
tough-tongue
Create voice-agent scenarios, pull session analytics, place SIP calls, schedule…
— ○ ⏳ — — — — — —
49017
Lianye-Scythe
Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
— ○ ⏳ — N/A N/A — — —
49018
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
— ○ ⏳ — — — — — —
49019
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
— ○ ⏳ — — — — — —
49020
spedas
spedas-mcp Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
— ○ ⏳ — N/A N/A — — —
49021
FoundryNet
Verify emails — deliverability, disposable/role/free detection, MX validity, do…
— ○ ⏳ — — — — — —
49022
devchad-cmd
skilldb-mcp Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
— ○ ⏳ — N/A N/A — — —
49023
faborubio
Acopia Claim 1
MCP server for querying and simulating the dispatch plan of a solar PV + batter…
— ○ ⏳ — — — — 81 —
49024
scalarian
Bridges Google's Gemini CLI to MCP-compatible AI assistants, enabling prompt ex…
— ○ ⏳ — N/A N/A — 95 —
49025
LucasAllmaBI
Enables programmatic management of a Dify instance, including datasets, apps, a…
— ○ ⏳ — — — — — —
49026
licensyai
Licensy Claim
Real-time U.S. medical license verification across all 50 states + DC.
— ○ ⏳ — — — — — —
49027
QwertyBit-Ventures
company-data Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
— ○ ⏳ — — — — — —
49028
patkretschmer
corviapp Claim
— ○ ⏳ — N/A N/A — 95 —
49029
khalilbenaz
MDAN Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
— ○ ⏳ — — — — — —
49030
yigitkonur
Spawn parallel autonomous AI agent sessions from a single MCP client. Each agen…
— ○ ⏳ — N/A N/A — — —
49031
guptaprakhariitr
Converts units, currencies, timezones, and dates with a generous free tier of 5…
— ○ ⏳ — — — — 81 —
49032
xihe-lab
Enables AI coding assistants like Claude Code to perform real-time code linting…
— ○ ⏳ — N/A N/A — — —
49033
AbhiRawat4841
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
— ○ ⏳ — — — — — —
49034
universal-mcp
Provides a standardized interface for interacting with Ghost-Content tools and …
— ○ ⏳ — — — — — —
49035
rodaddy
A template for deploying MCP servers to Cloudflare Workers without authenticati…
— ○ ⏳ — — — — 81 —
49036
mrh-is
partiful-mcp Claim
Enables AI agents to view Partiful events, RSVPs, hosted events, mutual connect…
— ○ ⏳ — — — — — —
49037
berntpopp
genefoundry Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
— ○ ⏳ — — — — — —
49038
pyofart
toolkit-mcp Claim
An MCP server offering developer utilities including JSON validation, base64 en…
— ○ ⏳ — — — — — —
49039
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
— ○ ⏳ — — — — 81 —
49040
axel-belfort
Text translation API for AI agents. Translate between 50+ languages with automa…
— ○ ⏳ — N/A N/A — 95 —
49041
zhurong2020
pyobfus ⚡ Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
— ○ ⏳ — N/A N/A — 95 —
49042
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
— ○ ⏳ — N/A N/A — — —
49043
laspencer91
better-notes Claim
A personal knowledge management MCP server that enables capturing daily notes, …
— ○ ⏳ — N/A N/A — — —
49044
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
— ○ ⏳ — — — — 81 —
49045
Happyfunnysad
MCP server for retrieving Wildberries product reviews and formatting them as JS…
— ○ ⏳ — N/A N/A — — —
49046
pipeworx-io
mcp-unicode Claim
Provides tools to inspect Unicode characters, escape/unescape strings in variou…
— ○ ⏳ — — — — — —
49047
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
— ○ ⏳ — — — — — —
49048
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
— ○ ⏳ — N/A N/A — — —
49049
multiagentcognition
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
— ○ ⏳ — N/A N/A — — —
49050
Maheidem
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
— ○ ⏳ — N/A N/A — — —
Showing 49001–49050 of 69224 servers
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