MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53601
msr2903
MCP server to search Mercari Japan listings with query, price range, and exclud…
53602
Infomaniak
MCP server for the Infomaniak Contacts API, enabling listing and searching cont…
53603
oro-intel
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
53604
Abhigyan-Shekhar
Waggle-mcp Claim 1
Persistent graph-backed conversational memory for AI agents.
N/A N/A 81
53605
wjd0ha
Analyzes government support program announcements and business profiles to dete…
53606
Dmitriusan
A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
N/A N/A
53607
Firou91
dyslex.ia Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
N/A N/A
53608
kimhailey
A boilerplate for building MCP servers using TypeScript, with example tools lik…
N/A N/A
53609
LiskinLabs
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
N/A N/A
53610
Nniol
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
53611
stormbliss
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
53612
tonbistudio
Provides read-only access to curated, agent-readable knowledge bases from Agent…
53613
Starlight143
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
53614
itunified-io
MCP server for Oracle Linux OS operations, providing tools for package manageme…
53615
agenticvault
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
53616
PentHertz
grimoire Claim
Enables AI models to search and retrieve offline security knowledge from over 2…
N/A N/A
53617
danielckv
llmsproxy Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
N/A N/A
53618
shantanu-deshmukh
ChunkTuner Claim
Tools to benchmark chunking strategies for your RAG corpus.
N/A N/A
53619
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
53620
emercoin
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
53621
gregorizeidler
Enables natural language queries for Porto Alegre's public transport system, in…
N/A N/A
53622
Code-Fundi
dispersl-mcp Claim
Integrates with Dispersl to provide multi-agent orchestration for AI-driven sof…
N/A N/A
53623
piter5285
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
53624
zylomeara
anki-mcp Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
53625
budgetpixel-ai
mcp Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
53626
glh230
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
N/A N/A
53627
Limecooler
fda-mcp Claim
Provides LLM-optimized access to FDA data through the OpenFDA API and direct re…
53628
arjunthilak05
Allows Claude Code to request an independent code review from Google Antigravit…
N/A N/A
53629
Jwrede
llmprobe Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
53630
zw008
VMware-AVI Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
53631
VaruTudor
fintools-mcp Claim
Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…
53632
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
53633
CSOAI-ORG
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
N/A N/A
53634
openclaw-ai
Create harmonious color palettes based on theory and convert colors between for…
81
53635
tinmancoding
TDD-MCP Claim
Guides developers through disciplined Test-Driven Development cycles with sessi…
N/A N/A
53636
RagavRida
AgentMailbox Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
53637
0xXrer
Bridges AI assistants with Roblox game environments in real-time via a Lua clie…
N/A N/A 95
53638
KarthikSKumar98
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
53639
tsoernes
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
N/A N/A
53640
cureonics
Mevzuat MCP Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
81
53641
sdntechforum
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
53642
HazloPosible
Search volunteer opportunities across Spain via hacesfalta.org
N/A N/A
53643
Stefan-Nitu
Enables AI agents to present interactive code walkthroughs with voice narration…
N/A N/A
53644
Rinava
umbryn-mcp Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
N/A N/A
53645
FullStackCraft
youtube-mcp Claim
A local-first MCP server for inspecting and managing a creator-owned YouTube ch…
N/A N/A
53646
lxnewayfarer
Enables AI agents to interact with GitLab via a restricted set of 9 tools using…
53647
middlefieldgs
List, read, create, and edit JupiterSignup sign-up and payment forms. API key r…
53648
somoscooper
cooper Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
53649
clauxel
Approval receipts for AI browser purchases.
53650
rickicode
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
N/A N/A
Showing 53601–53650 of 67226 servers