MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67751
grxkun
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
— ○ ⏳ — N/A N/A — — —
67752
dynamic
Enables management of HubSpot CRM entities including contacts, companies, deals…
— ○ ⏳ — — — — 81 —
67753
tfinnern
helloworld Claim
— ○ ⏳ — N/A N/A — 95 —
67754
cbuntingde
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
— ○ ⏳ — — — — 81 —
67755
CentralInfraCore
Enables cross-session memory, weighting, and factory/PR/artifact linking for CI…
— ○ ⏳ — N/A N/A — — —
67756
SiwarKhalfaoui
An MCP server that indexes TypeScript/JavaScript codebases into precise call an…
— ○ ⏳ — N/A N/A — — —
67757
eik-1
learn-mcp Claim
A learning MCP server with tools, resources, prompts, and sampling for AI clien…
— ○ ⏳ — N/A N/A — — —
67758
pipeworx-io
mcp-dbpedia Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
— ○ ⏳ — — — — — —
67759
MICONNM
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
— ○ ⏳ — N/A N/A — — —
67760
velt-js
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
— ○ ⏳ — N/A N/A — 95 —
67761
accuknox
Enables interaction with the AccuKnox cloud security platform through MCP, allo…
— ○ ⏳ — — — — — —
67762
m2ai-mcp-servers
Extracts brand identity (colors, typography, spacing) from any website and gene…
— ○ ⏳ — N/A N/A — — —
67763
aiarghya1
Enables AI assistants to manage tasks with full lifecycle support including due…
— ○ ⏳ — N/A N/A — — —
67764
ragmha
Enables AI clients to read and write local Apple Books library, collections, an…
— ○ ⏳ — N/A N/A — — —
67765
vakharwalad23
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
— ○ ⏳ — — — — — —
67766
rajeshpenki
Enables management and monitoring of Databricks jobs, including listing, runnin…
— ○ ⏳ — — — — — —
67767
micah-nettey
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
— ○ ⏳ — N/A N/A — 83 —
67768
jlnkrth
LLM Wiki MCP Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
— ○ ⏳ — — — — — —
67769
anegash
A comprehensive Google Ads API integration for AI assistants through the Model …
— ○ ⏳ — — — — — —
67770
duplocloud
Exposes DuploCloud infrastructure management as MCP tools by dynamically discov…
— ○ ⏳ — — — — — —
67771
vijaykodam
Enables safe, read-only interaction with Kubernetes clusters, allowing users to…
— ○ ⏳ — — — — — —
67772
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
— ○ ⏳ — N/A N/A — 95 —
67773 — ○ ⏳ — N/A N/A — 95 —
67774
pipeworx-io
Companies House MCP — UK statutory company registry (BYO key)
— ○ ⏳ — — — — — —
67775
taimiralain
Dynamic context and active engineering workflow for AI coding assistants, enabl…
— ○ ⏳ — N/A N/A — — —
67776
himakarinv-stack
ai-mosaic Claim
MCP server for Angular 19+ development, providing PR review, code scaffolding, …
— ○ ⏳ — N/A N/A — — —
67777
camiloluvino
Enables AI assistants to interact with Roam Research graphs through comprehensi…
— ○ ⏳ — — — — 81 —
67778
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
— ○ ⏳ — — — — 81 —
67779
TerminalGravity
An MCP server for cross-platform social media research that enables scraping, s…
— ○ ⏳ — — — — 81 —
67780
gaudiolab-mcp
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
— ○ ⏳ — — — — — —
67781
eloktev
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
— ○ ⏳ — — — — — —
67782
manar.benkraouda
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
67783
avhrst
A REST API server implementation for message handling with Oracle Database inte…
— ○ ⏳ — — — — 81 —
67784
Retro-Diffusion
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
— ○ ⏳ — — — — — —
67785
jkanselaar
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security,…
— ○ ⏳ — — — — — —
67786
BarredEwe
MCP server for T-Bank's Time Messenger (Mattermost-based) that enables AI assis…
— ○ ⏳ — — — — — —
67787
halbert04
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
— ○ ⏳ — — — — — —
67788
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
— ○ ⏳ — N/A N/A — 95 —
67789
cognis-digital
aicard Claim
Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant…
— ○ ⏳ — N/A N/A — — —
67790
cognis-digital
A no-train, on-prem code knowledge graph served over the Model Context Protocol…
— ○ ⏳ — N/A N/A — — —
67791
danielostrow
Enables AI assistants to search, cite, and manage research references directly …
— ○ ⏳ — — — — — —
67792
stephenlb
pubnub-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
67793
openhoo
hoocal Claim
An AI-agent-managed calendar service with bidirectional Google Calendar and App…
— ○ ⏳ — — — — — —
67794
dddpaul
Reusable, read-only MCP server that exposes a repo's knowledge files (backlog d…
— ○ ⏳ — N/A N/A — — —
67795
gersonfreire
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
— ○ ⏳ — N/A N/A — 95 —
67796
danii1
@memlane/mcp Claim
Connects Memlane, your personal library of saved links and notes, to AI assista…
— ○ ⏳ — — — — — —
67797
Masmedeam
Remote MCP learning coach for coding agents.
— ○ ⏳ — — — — — —
67798
postfiatorg
Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs …
— ○ ⏳ — N/A N/A — — —
67799
ricky-farmerai
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
— ○ ⏳ — N/A N/A — 95 —
67800
Intellectaco
kuickr Claim
Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search…
— ○ ⏳ — — — — — —
Showing 67751–67800 of 68328 servers