MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60301
oro-intel
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
60302
stormbliss
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
60303
LiskinLabs
MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK…
N/A N/A
60304
Nniol
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
60305
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
60306
piter5285
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
60307
danielckv
llmsproxy Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
N/A N/A
60308
shantanu-deshmukh
ChunkTuner Claim
Tools to benchmark chunking strategies for your RAG corpus.
N/A N/A
60309
gregorizeidler
Enables natural language queries for Porto Alegre's public transport system, in…
N/A N/A
60310
agenticvault
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
60311
PentHertz
grimoire Claim
Enables AI models to search and retrieve offline security knowledge from over 2…
N/A N/A
60312
emercoin
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
60313
Code-Fundi
dispersl-mcp Claim
Integrates with Dispersl to provide multi-agent orchestration for AI-driven sof…
N/A N/A
60314
budgetpixel-ai
mcp Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
60315
VaruTudor
fintools-mcp Claim
Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…
60316
zylomeara
anki-mcp Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
60317
Limecooler
fda-mcp Claim
Provides LLM-optimized access to FDA data through the OpenFDA API and direct re…
60318
Jwrede
llmprobe Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
60319
glh230
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
N/A N/A
60320
arjunthilak05
Allows Claude Code to request an independent code review from Google Antigravit…
N/A N/A
60321
zw008
VMware-AVI Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
60322
openclaw-ai
Create harmonious color palettes based on theory and convert colors between for…
81
60323
CSOAI-ORG
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
N/A N/A
60324
tinmancoding
TDD-MCP Claim
Guides developers through disciplined Test-Driven Development cycles with sessi…
N/A N/A
60325
RagavRida
AgentMailbox Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
60326
tsoernes
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
N/A N/A
60327
0xXrer
Bridges AI assistants with Roblox game environments in real-time via a Lua clie…
N/A N/A 95
60328
KarthikSKumar98
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
60329
cureonics
Mevzuat MCP Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
81
60330
FullStackCraft
youtube-mcp Claim
A local-first MCP server for inspecting and managing a creator-owned YouTube ch…
N/A N/A
60331
sdntechforum
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
60332
Stefan-Nitu
Enables AI agents to present interactive code walkthroughs with voice narration…
N/A N/A
60333
lxnewayfarer
Enables AI agents to interact with GitLab via a restricted set of 9 tools using…
60334
somoscooper
cooper Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
60335
DasClown
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
60336
peteretelej
largefile Claim
Navigate, search, and edit large codebases, logs, and data files that exceed AI…
N/A N/A
60337
clauxel
Approval receipts for AI browser purchases.
60338
Desearch-ai
Desearch AI Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
N/A N/A 95
60339
Screen regulated-health marketing copy against source-cited rulesets, all 50 st…
N/A N/A 81
60340
wanadev
Provides full control over GitLab epics, issues, merge requests, pipelines, and…
60341
rickicode
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
N/A N/A
60342
marlian
Enables multi-tenant RAG with Qdrant, LM Studio embeddings and summaries, and a…
60343
ecoclaw
ecoclaw-mcp Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
N/A N/A
60344
closermethod
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
60345
qtsone
Run YAML workflows as MCP tools so agents can automate real tasks with one serv…
N/A N/A
60346
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
60347
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
60348
hanselhansel
aeo-cli Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
N/A N/A 95
60349
DottedSign-Official
DottedSign Claim
Automate eSignature workflows and signing tasks via natural language commands.
60350
lmaag182
Controls a running KiCad 9+ instance via the official IPC API, enabling board e…
N/A N/A
Showing 60301–60350 of 67286 servers