MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34551
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
N/A N/A
34552
bandham-manikanta
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
N/A N/A
34553
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
N/A N/A
34554
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
34555
toshi-bata
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
N/A N/A
34556
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
N/A N/A
34557
wangsquirrel
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
34558
firstshout
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
N/A N/A
34559
weihang1258
An MCP server that bridges LLM platforms with multiple socket_server targets, e…
34560
rockcj
Docx_MCP_cj Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
N/A N/A
34561
jzhang17
Enables prospect research through semantic web search, webpage scraping, and ba…
34562
AMR-DEV-PS
nipregon-mcp Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
34563
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
34564
volodymyrkoval
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
N/A N/A
34565
harinarayn
Enables AI assistants to analyze Azure Data Factory costs, detect waste, and pr…
34566
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
34567
mahesh-cr-de
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
34568
Adity-star
An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
N/A N/A
34569
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
34570
centia-io
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
N/A N/A
34571
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
34572
cachly-dev
mcp-server Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
N/A N/A 95
34573
thebackpackdevorg
Shared context for multiple Claude Code sessions working on the same project.
N/A N/A
34574
ContextBolt
AI-powered recall over your saved bookmarks. It gives Claude semantic search, t…
34575
MorganFisher2007
Noemic Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
34576
praveen-radakirouchenane
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
N/A N/A
34577
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
34578
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
81
34579
jsyapps
Enables Claude to integrate with Stripe for creating payment links, processing …
34580
KYONY
Enables Claude to interact with Telegram channels and groups through API or web…
N/A N/A
34581
Bankee-ai
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
34582
cloudera
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
34583
AyoubTadlaoui
npmguard Claim
Pre-install risk gate for npm packages. Stops AI coding agents from running mal…
N/A N/A
34584
k5tuck
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
34585
zcharako81
iiq-mcp Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
34586
nexussquad300
CosTrack MCP Claim
Enables AI agents to track LLM costs, enforce budgets, compare models, and esti…
34587
Hormold
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
34588
Wolfe-Jam
A proof-of-concept MCP server that scopes GitHub tools to the current repositor…
34589
universal-mcp
Provides a standardized interface for interacting with Replicate's tools and se…
34590
AugentDevs
Augent Claim
MCP server that turns any audio or video source into structured, searchable int…
N/A N/A
34591
aimasteracc
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
N/A N/A
34592
benlen10
Read-only MCP server for Day One journal on macOS, enabling search and browsing…
N/A N/A
34593
tosssssy
Structures debugging processes into a persistent knowledge graph, enabling prob…
N/A N/A
34594
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
34595
cmeans
Shared memory for any MCP-compatible AI, enabling cross-platform knowledge pers…
34596
jakubfrieb
Enables AI assistants to interact with Joplin notes and notebooks, including se…
N/A N/A
34597
champmk
modforge Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
N/A N/A
34598
idyllic-labs
runtime-mcp Claim
Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bu…
N/A N/A
34599
taggedzi
A local-first MCP server that enables AI tools to safely inspect and search cod…
N/A N/A
34600
wjmuse
Provides tools for indexing documents, creating notes, searching content, and e…
N/A N/A
Showing 34551–34600 of 67181 servers
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