MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67001
halvrenofviryel
An MCP trust boundary that produces signed, hash-chained evidence envelopes for…
— ○ ⏳ — N/A N/A — — —
67002
RaheesAhmed
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exp…
— ○ ⏳ — N/A N/A — — —
67003
AMR-DEV-PS
nipregon-mcp Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
— ○ ⏳ — — — — — —
67004
DCSTOLF
Harpyja Claim
A precision code-retrieval MCP server for coding agents working in large, legac…
— ○ ⏳ — N/A N/A — — —
67005
pipeworx-io
mcp-uk-ons Claim
Enables querying UK Office for National Statistics datasets and their editions …
— ○ ⏳ — — — — — —
67006
adeyholar
Enables flight search, airport information lookup, and price comparison through…
— ○ ⏳ — N/A N/A — — —
67007
caleb-overbay4
Enables AI-driven interaction with Twilio call services, including initiating o…
— ○ ⏳ — — — — — —
67008
flin-agency
MCP server for uploading images to ImgBB from Claude-compatible clients.
— ○ ⏳ — N/A N/A — — —
67009
pipeworx-io
Enables searching and querying Montana State GIS open geospatial datasets (parc…
— ○ ⏳ — — — — — —
67010
nerpatech
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
— ○ ⏳ — — — — — —
67011
jordanvalnet
A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…
— ○ ⏳ — — — — — —
67012
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
— ○ ⏳ — N/A N/A — — —
67013
Langclaw-AI-CROO
A paid callable research agent that provides source-backed reports, onchain int…
— ○ ⏳ — — — — — —
67014
decagondev
MCP Factory Claim
An extensible Model Context Protocol server framework with a plugin architectur…
— ○ ⏳ — — — — — —
67015
kykoay
Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-d…
— ○ ⏳ — — — — — —
67016
MartinCley
Cleyrop MCP Claim
MCP server to interact with Cleyrop work data: browse, search, read file conten…
— ○ ⏳ — — — — — —
67017
J3n5en
impart-mcp Claim
An agent orchestration layer that wraps expert agents as MCP tools, enabling in…
— ○ ⏳ — N/A N/A — — —
67018
NanthagopalEswaran
An MCP server exposing calculator, file read, and file write tools for the Gemi…
— ○ ⏳ — N/A N/A — — —
67019
aesaganda
opnsense-mcp Claim
Enables interaction with OPNsense firewalls through MCP tools for managing fire…
— ○ ⏳ — — — — — —
67020
madebyaris
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
— ○ ⏳ — N/A N/A — — —
67021
CSOAI-ORG
seo-checker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67022
aabhisrv
Spiderbrain Claim
Deterministic context layer for your codebase: change impact, blast radius, ans…
— ○ ⏳ — — — — — —
67023
slackwarecps
HTTP bridge that exposes MCP tools via POST endpoint, enabling remote LLMs to a…
— ○ ⏳ — — — — — —
67024
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
— ○ ⏳ — N/A N/A — — —
67025
DerechoVirtual
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
— ○ ⏳ — — — — — —
67026
markhuangai
Dense Mem Claim
About Self-hosted AI agent memory server with MCP, evidence provenance, typed c…
— ○ ⏳ — — — — — —
67027 — ○ ⏳ — — — — 81 —
67028
pipeworx-io
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
— ○ ⏳ — — — — — —
67029
wu-yu-pei
Enables two or more Claude Code terminals on the same machine to communicate by…
— ○ ⏳ — N/A N/A — — —
67030
won3er
mermaid-mcp Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
— ○ ⏳ — N/A N/A — — —
67031
marc-shade
A high-performance memory management system for AI agents with 200+ tools inclu…
— ○ ⏳ — N/A N/A — — —
67032
fw-magic
cisp-mcp Claim
A MCP server that wraps CISP enterprise information APIs into MCP tools, enabli…
— ○ ⏳ — — — — — —
67033
MaorAmsallem
Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending…
— ○ ⏳ — — — — — —
67034
maximbilan
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
— ○ ⏳ — N/A N/A — — —
67035
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
— ○ ⏳ — — — — 81 —
67036 — ○ ⏳ — N/A N/A — 95 —
67037
fastmcp-me
MCP RAG Claim
A RAG-based knowledge base system supporting document processing, semantic sear…
— ○ ⏳ — N/A N/A — — —
67038
SpinQTech
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
— ○ ⏳ — — — — — —
67039
damiankaniewski
MyMCP Claim
A local, no-code builder for MCP servers that lets you create AI tools by descr…
— ○ ⏳ — N/A N/A — — —
67040
Oreo-Tech
oci-mcp Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
— ○ ⏳ — — — — — —
67041
QDcvd
Renge Bot Claim
Enables controlling a semi-autonomous Minecraft bot via MCP, supporting tasks l…
— ○ ⏳ — N/A N/A — — —
67042
yohannycamacaro
Read-only MCP server connecting Codex to Neo4j for querying projects, clients, …
— ○ ⏳ — N/A N/A — — —
67043
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — N/A N/A — — —
67044
saakshigupta2002
A tools-only MCP server that provides a safe, deterministic interface for autom…
— ○ ⏳ — N/A N/A — — —
67045
reiorozco
matchday-mcp Claim
Live football/soccer data from top European leagues, enabling queries for stand…
— ○ ⏳ — — — — — —
67046
rkratky
An MCP server that provides AI clients with access to developer documentation v…
— ○ ⏳ — — — — — —
67047
tangosdev
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
— ○ ⏳ — N/A N/A — — —
67048
veoery
An MCP server that enables designers to interact with Rhino and Grasshopper via…
— ○ ⏳ — N/A N/A — — —
67049
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
— ○ ⏳ — N/A N/A — — —
67050
JXiuFen
A music MCP server that enables searching and playing songs with controls like …
— ○ ⏳ — N/A N/A — — —
Showing 67001–67050 of 68965 servers