MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43801
lucamarien
Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…
N/A N/A
43802
pandolfipedro
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
N/A N/A
43803
openprovider
MCP server for Openprovider.com that enables domain management actions such as …
43804
ProvenonceAI
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A
43805
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
81
43806
NoBanks
nutanix-mcp Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
43807
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
43808
bdelanghe
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
N/A N/A
43809
0xMihirK
Hercules MCP Claim
Enables AI agents to perform professional penetration testing through a contain…
N/A N/A
43810
mundurragacl
An MCP server that enables AI assistants to interact with Amazon Connect contac…
43811
alirezahamid
Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…
43812
pickstar-2002
Enables extracting screenshots from video files at specific timestamps or inter…
N/A N/A 95
43813
DSXiangLi
Enables LLMs to execute Python code in isolated sandboxes with file operations …
81
43814
zhanglc
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
43815
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
43816
1102tools
Enables interaction with the Regulations.gov API to search federal rulemaking d…
81
43817
Smecha10
An MCP server that lets AI agents design complete websites and generate import-…
43818
WhileTrueBlackObelizk
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
N/A N/A 95
43819
Safe4AI
safe4 Claim
Tests an AI agent's purchase against the task it was given. Paid per call in US…
43820
lucasgerads
spicelib-mcp Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
N/A N/A
43821
N283T
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
N/A N/A
43822
SirinivasK
chron Claim
A timestamped audit trail for every AI conversation — stored locally, owned by …
43823
vinmh
swiss-knife Claim
Provides MCP tools for common developer operations like file outlining, git com…
N/A N/A
43824
dwin-gharibi
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
43825
opendata-kr
MCP server that wraps the Korean government's '나라장터 사전규격정보서비스' API, enabling na…
43826
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
N/A N/A 95
43827 N/A N/A 95
43828
ToremLabs
heuresis Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
N/A N/A
43829
bendza
Jobless MCP Claim
Personalized job search inside Claude. Get ranked job matches based on your act…
81
43830
aringadre76
Provides comprehensive baseball analytics through 32 tools covering pitching, b…
43831
omdv
Provides an MCP server for Interactive Brokers trading operations, managing an …
43832
jools333
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
43833
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
81
43834
bit2beat
bitrix24-mcp Claim
MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat,…
N/A N/A
43835
MarceauSolutions
upwork Claim 1
MCP server for Upwork job discovery, client analysis, and proposal assistance
N/A N/A 83
43836
tobert
gpal Claim
An MCP server that gives your IDE or agent access to Google Gemini with autonom…
N/A N/A
43837
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
43838
centkim177-debug
sex Claim
N/A N/A 95
43839
Aditya-j101
Automates month-end close reconciliation tasks including bank statement matchin…
N/A N/A
43840
eltyBelgium
sendfox-mcp Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
43841
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
43842
manfredas370
Enables finding the best-sounding pressing of an album and mood- and taste-base…
43843
calvarado2004
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
N/A N/A
43844
rsp2k
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
43845
unhuman
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
N/A N/A
43846
a-slvn
selectel-mcp Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
43847
NathanielDaniels
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
43848
ken-grafals
icloud-mcp Claim
MCP server for iCloud integration, enabling management of calendars (CalDAV), c…
43849
pocc
A high-performance MCP server providing AI assistants with read-only access to …
43850
yesheng-oss
MCP server that connects AI clients to a browser extension for extracting artic…
N/A N/A
Showing 43801–43850 of 66534 servers
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