MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39951
XRPL-Utilities
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
N/A N/A
39952
junter1989k-ai
Netherlands payments for AI agents — iDEAL via Mollie. Never holds funds.
39953
KSroido
Free Kagi Search MCP server — access search and summarizer via session tokens, …
N/A N/A
39954
cr21
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
N/A N/A
39955
cgallic
connorgallic Claim
Query Connor Gallic's profile, products (KaiCalls, Kai CMO, Build with Kai), an…
39956
CSOAI-ORG
habit-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39957
hikmedit
Ninova MCP Claim
Ninova MCP is a credential-based Model Context Protocol server for ITU Ninova. …
N/A N/A
39958
schilotte
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
81
39959
jpwilson
Enables AI agents to search, compare pricing, and order satellite imagery from …
39960
marchward
mcp-server Claim
Runtime authority for AI agents: credential mediation, spend cap, approval gate…
N/A N/A
39961
vberai
Godot MCP Claim
An out-of-the-box, zero-dependency Model Context Protocol (MCP) server integrat…
N/A N/A
39962
GenAICPA
A Model Context Protocol server that provides access to the GLEIF REST API for …
39963
bgigurtsis
aegis-mcp Claim
Provides AI coding agents with deterministic security requirements, approved pa…
N/A N/A
39964
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
39965
SHAY5555-gif
Automate Chrome pages with clicks, form fills, navigation, and in-page scriptin…
N/A N/A 95
39966
Loop-XXI
loop-mcp Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
39967
ashlrai
webfetch Claim
License-first federated image search across 25 providers. Returns open/platform…
39968
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
39969
Declade
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
N/A N/A
39970
cristianaboitiz-eng
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
39971
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
81
39972
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
39973
bill-gtl-group
Enables accessing and managing files from configured folders with filtering and…
N/A N/A
39974
arnold-commits
MCP server for Amazon FBA sellers providing tools for profit calculation, inven…
N/A N/A
39975
shivamprasad99
Lets coding agents control and inspect a live Chrome browser via the Model-Cont…
N/A N/A
39976
damionrashford
Enables direct access to LinkedIn through natural conversation, allowing users …
N/A N/A 95
39977
zztdandan
A remote MCP image generation server that unifies OpenAI Images and Gemini gene…
39978
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
N/A N/A 95
39979
fluffypony
Enables AI agents to intelligently navigate and understand codebases by providi…
39980
byimprint
intelligence Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
39981
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
81
39982
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
39983
arjunthilakeros
Enables Claude Code to request independent code reviews and second opinions fro…
N/A N/A
39984
lingy-Mg
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
N/A N/A
39985
JigsawStack
Detect Objects using JigsawStack's AI Models.
N/A N/A 95
39986
opennod
Enables AI agents to discover and interact with business capabilities by readin…
39987
akeslo
kubera-mcp Claim
MCP server for Kubera that lets LLMs read and update your portfolio data.
39988
changjonathanc
voyager-mcp Claim
A Voyager-inspired MCP server that enables coding agents to build and immediate…
N/A N/A
39989
rubencodex86
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
39990
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
39991
JoaoBerne
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, …
N/A N/A
39992
naticity1-build
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
39993
johnmives
Provides 17 developer utility tools for AI agents, including free tools like JS…
N/A N/A 95
39994
laurentvv
Crawl4AI MCP Claim
Enables AI assistants to crawl websites, extract dynamic content, navigate link…
N/A N/A
39995
borghei
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
N/A N/A 95 HT
39996
s-morgan-jeffries
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
N/A N/A
39997
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
39998
QYmag1c
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
N/A N/A
39999
MauricePutinas
Enables Claude to control Unity Hub and Editor headlessly, allowing automated g…
N/A N/A
40000
sksachan
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
N/A N/A
Showing 39951–40000 of 64728 servers
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